nd880-Ai-for-trading

File Name

Size

Part 02-Module 02-Lesson 03_Deep Learning with PyTorch/24. PyTorch - Part 8-S9F7MtJ5jls.mp4

28 MB

README.txt

913 B

assets/css/bootstrap.min.css

138 kB

assets/css/jquery.mCustomScrollbar.min.css

42 kB

assets/css/katex.min.css

22 kB

assets/css/plyr.css

24 kB

assets/css/styles.css

4.0 kB

assets/css/fonts/KaTeX_AMS-Regular.ttf

70 kB

assets/css/fonts/KaTeX_AMS-Regular.woff

39 kB

assets/css/fonts/KaTeX_AMS-Regular.woff2

32 kB

assets/css/fonts/KaTeX_Caligraphic-Bold.ttf

19 kB

assets/css/fonts/KaTeX_Caligraphic-Bold.woff

12 kB

assets/css/fonts/KaTeX_Caligraphic-Bold.woff2

10 kB

assets/css/fonts/KaTeX_Caligraphic-Regular.ttf

18 kB

assets/css/fonts/KaTeX_Caligraphic-Regular.woff

12 kB

assets/css/fonts/KaTeX_Caligraphic-Regular.woff2

10 kB

assets/css/fonts/KaTeX_Fraktur-Bold.ttf

35 kB

assets/css/fonts/KaTeX_Fraktur-Bold.woff

23 kB

assets/css/fonts/KaTeX_Fraktur-Bold.woff2

20 kB

assets/css/fonts/KaTeX_Fraktur-Regular.ttf

34 kB

assets/css/fonts/KaTeX_Fraktur-Regular.woff

22 kB

assets/css/fonts/KaTeX_Fraktur-Regular.woff2

19 kB

assets/css/fonts/KaTeX_Main-Bold.ttf

60 kB

assets/css/fonts/KaTeX_Main-Bold.woff

36 kB

assets/css/fonts/KaTeX_Main-Bold.woff2

30 kB

assets/css/fonts/KaTeX_Main-BoldItalic.ttf

44 kB

assets/css/fonts/KaTeX_Main-BoldItalic.woff

26 kB

assets/css/fonts/KaTeX_Main-BoldItalic.woff2

22 kB

assets/css/fonts/KaTeX_Main-Italic.ttf

47 kB

assets/css/fonts/KaTeX_Main-Italic.woff

27 kB

assets/css/fonts/KaTeX_Main-Italic.woff2

22 kB

assets/css/fonts/KaTeX_Main-Regular.ttf

68 kB

assets/css/fonts/KaTeX_Main-Regular.woff

38 kB

assets/css/fonts/KaTeX_Main-Regular.woff2

32 kB

assets/css/fonts/KaTeX_Math-BoldItalic.ttf

39 kB

assets/css/fonts/KaTeX_Math-BoldItalic.woff

23 kB

assets/css/fonts/KaTeX_Math-BoldItalic.woff2

20 kB

assets/css/fonts/KaTeX_Math-Italic.ttf

40 kB

assets/css/fonts/KaTeX_Math-Italic.woff

23 kB

assets/css/fonts/KaTeX_Math-Italic.woff2

20 kB

assets/css/fonts/KaTeX_SansSerif-Bold.ttf

33 kB

assets/css/fonts/KaTeX_SansSerif-Bold.woff

19 kB

assets/css/fonts/KaTeX_SansSerif-Bold.woff2

16 kB

assets/css/fonts/KaTeX_SansSerif-Italic.ttf

31 kB

assets/css/fonts/KaTeX_SansSerif-Italic.woff

18 kB

assets/css/fonts/KaTeX_SansSerif-Italic.woff2

15 kB

assets/css/fonts/KaTeX_SansSerif-Regular.ttf

29 kB

assets/css/fonts/KaTeX_SansSerif-Regular.woff

16 kB

assets/css/fonts/KaTeX_SansSerif-Regular.woff2

14 kB

assets/css/fonts/KaTeX_Script-Regular.ttf

24 kB

assets/css/fonts/KaTeX_Script-Regular.woff

14 kB

assets/css/fonts/KaTeX_Script-Regular.woff2

12 kB

assets/css/fonts/KaTeX_Size1-Regular.ttf

13 kB

assets/css/fonts/KaTeX_Size1-Regular.woff

6.8 kB

assets/css/fonts/KaTeX_Size1-Regular.woff2

5.7 kB

assets/css/fonts/KaTeX_Size2-Regular.ttf

12 kB

assets/css/fonts/KaTeX_Size2-Regular.woff

6.5 kB

assets/css/fonts/KaTeX_Size2-Regular.woff2

5.4 kB

assets/css/fonts/KaTeX_Size3-Regular.ttf

8.2 kB

assets/css/fonts/KaTeX_Size3-Regular.woff

4.7 kB

assets/css/fonts/KaTeX_Size3-Regular.woff2

3.8 kB

assets/css/fonts/KaTeX_Size4-Regular.ttf

11 kB

assets/css/fonts/KaTeX_Size4-Regular.woff

6.3 kB

assets/css/fonts/KaTeX_Size4-Regular.woff2

5.1 kB

assets/css/fonts/KaTeX_Typewriter-Regular.ttf

36 kB

assets/css/fonts/KaTeX_Typewriter-Regular.woff

20 kB

assets/css/fonts/KaTeX_Typewriter-Regular.woff2

17 kB

assets/img/udacimak.png

461 kB

assets/js/bootstrap.min.js

50 kB

assets/js/jquery-3.3.1.min.js

85 kB

assets/js/jquery.mCustomScrollbar.concat.min.js

44 kB

assets/js/katex.min.js

231 kB

assets/js/plyr.polyfilled.min.js

126 kB

Part 01-Module 01-Lesson 01_Welcome to the Nanodegree Program/01. M1L1 01 Welcome V1-W2R32yXgwcg.mp4

2.1 MB

Part 01-Module 01-Lesson 01_Welcome to the Nanodegree Program/01. Welcome!.html

7.0 kB

Part 01-Module 01-Lesson 01_Welcome to the Nanodegree Program/02. Jonathan Larkin - What Is A Quant-G22oM0qv0Hs.mp4

8.8 MB

Part 01-Module 01-Lesson 01_Welcome to the Nanodegree Program/02. M1L1 02 Interview W Jonathan V1-AeranuDRL7k.mp4

1.1 MB

Part 01-Module 01-Lesson 01_Welcome to the Nanodegree Program/02. What is a Quant.html

6.6 kB

Part 01-Module 01-Lesson 01_Welcome to the Nanodegree Program/03. M1L1 Introducing The Instructors 1 V4-l5gG7r-BWYc.mp4

6.2 MB

Part 01-Module 01-Lesson 01_Welcome to the Nanodegree Program/03. Your Instructors.html

8.9 kB

Part 01-Module 01-Lesson 01_Welcome to the Nanodegree Program/04. M1L1 05 Program Overview V1-Ci0j_UwLlQQ.mp4

6.6 MB

Part 01-Module 01-Lesson 01_Welcome to the Nanodegree Program/04. Program Overview.html

7.1 kB

Part 01-Module 01-Lesson 01_Welcome to the Nanodegree Program/05. Tell Us About Yourself.html

6.6 kB

Part 01-Module 01-Lesson 01_Welcome to the Nanodegree Program/06. M1L1 MV 01 Intro In The First Five V1-magg5AVJRVA.mp4

2.1 MB

Part 01-Module 01-Lesson 01_Welcome to the Nanodegree Program/06. M1L1 MV 04 Study Groups V1-vmjk1EKR6mM.mp4

1.1 MB

Part 01-Module 01-Lesson 01_Welcome to the Nanodegree Program/06. M1L1 MV 04a Knowledge V1-lX_is8cq0Bg.mp4

1.2 MB

Part 01-Module 01-Lesson 01_Welcome to the Nanodegree Program/06. M1L1 MV 04b Project Reviews V1-KJbx9f9VKJE.mp4

1.7 MB

Part 01-Module 01-Lesson 01_Welcome to the Nanodegree Program/06. Student Support.html

9.1 kB

Part 01-Module 01-Lesson 01_Welcome to the Nanodegree Program/07. Feedback.html

8.3 kB

Part 01-Module 01-Lesson 01_Welcome to the Nanodegree Program/08. Career Support.html

7.7 kB

Part 01-Module 01-Lesson 01_Welcome to the Nanodegree Program/08. Jonathan Larkin Careers-QhHNPxM_Ku4.mp4

11 MB

Part 01-Module 01-Lesson 01_Welcome to the Nanodegree Program/09. Access the Career Portal.html

8.6 kB

Part 01-Module 01-Lesson 01_Welcome to the Nanodegree Program/10. Prepare for the Udacity Talent Program.html

8.9 kB

Part 01-Module 01-Lesson 01_Welcome to the Nanodegree Program/11. Eddy & Thomas 01 Quants V2-ZRzhyaqz7I0.mp4

12 MB

Part 01-Module 01-Lesson 01_Welcome to the Nanodegree Program/11. Insights from a Quant.html

6.0 kB

Part 01-Module 01-Lesson 01_Welcome to the Nanodegree Program/index.html

4.9 kB

Part 01-Module 01-Lesson 01_Welcome to the Nanodegree Program/img/feb-26-2019-16-19-56.gif

6.3 MB

Part 01-Module 01-Lesson 01_Welcome to the Nanodegree Program/img/github-issues.png

337 kB

Part 01-Module 01-Lesson 01_Welcome to the Nanodegree Program/img/profiles-view.png

224 kB

Part 01-Module 01-Lesson 01_Welcome to the Nanodegree Program/img/screen-shot-2018-08-20-at-4.07.31-pm.png

282 kB

Part 01-Module 01-Lesson 01_Welcome to the Nanodegree Program/img/screen-shot-2019-02-26-at-4.09.24-pm.png

105 kB

Part 01-Module 01-Lesson 01_Welcome to the Nanodegree Program/img/screen-shot-2019-02-26-at-4.25.04-pm.png

21 kB

Part 01-Module 01-Lesson 01_Welcome to the Nanodegree Program/img/talent-program.png

336 kB

Part 01-Module 01-Lesson 02_Knowledge and Career Support/01. Knowledge.html

7.8 kB

Part 01-Module 01-Lesson 02_Knowledge and Career Support/02. Prepare for the Udacity Talent Program.html

8.1 kB

Part 01-Module 01-Lesson 02_Knowledge and Career Support/03. Access the Career Portal.html

7.7 kB

Part 01-Module 01-Lesson 02_Knowledge and Career Support/index.html

4.3 kB

Part 01-Module 01-Lesson 02_Knowledge and Career Support/img/feb-26-2019-16-19-56.gif

6.3 MB

Part 01-Module 01-Lesson 02_Knowledge and Career Support/img/profiles-view.png

224 kB

Part 01-Module 01-Lesson 02_Knowledge and Career Support/img/screen-shot-2019-02-26-at-4.09.24-pm.png

105 kB

Part 01-Module 01-Lesson 02_Knowledge and Career Support/img/screen-shot-2019-02-26-at-4.25.04-pm.png

21 kB

Part 01-Module 01-Lesson 02_Knowledge and Career Support/img/screen-shot-2020-03-04-at-2.49.43-pm.png

5.3 kB

Part 01-Module 01-Lesson 02_Knowledge and Career Support/img/screen-shot-2020-03-04-at-2.54.07-pm.png

502 kB

Part 01-Module 01-Lesson 02_Knowledge and Career Support/img/talent-program.png

336 kB

Part 01-Module 01-Lesson 03_Get Help with Your Account/01. FAQ.html

6.1 kB

Part 01-Module 01-Lesson 03_Get Help with Your Account/02. Support.html

5.6 kB

Part 01-Module 01-Lesson 03_Get Help with Your Account/index.html

4.1 kB

Part 01-Module 01-Lesson 03_Get Help with Your Account/img/screen-shot-2019-07-31-at-9.18.41-am.png

1.5 MB

Part 01-Module 01-Lesson 03_Get Help with Your Account/img/screen-shot-2019-07-31-at-9.20.16-am.png

308 kB

Part 01-Module 01-Lesson 03_Get Help with Your Account/img/screen-shot-2019-07-31-at-9.20.34-am.png

352 kB

Part 01-Module 01-Lesson 03_Get Help with Your Account/img/screen-shot-2019-07-31-at-9.29.35-am.png

218 kB

Part 01-Module 01-Lesson 04_Stock Prices/01. M1L2 01 Stocks V6-23sv5ey0ySs.mp4

3.3 MB

Part 01-Module 01-Lesson 04_Stock Prices/01. Stocks.html

5.9 kB

Part 01-Module 01-Lesson 04_Stock Prices/02. M1L2 01 Stock Pt II V1-SGb54HLbk1g.mp4

4.1 MB

Part 01-Module 01-Lesson 04_Stock Prices/02. M1L2 02 Stock Prices V7-l_PilXVuh8I.mp4

5.8 MB

Part 01-Module 01-Lesson 04_Stock Prices/02. Stock Prices.html

8.9 kB

Part 01-Module 01-Lesson 04_Stock Prices/03. Terminology.html

7.1 kB

Part 01-Module 01-Lesson 04_Stock Prices/04. Quiz Stock Data.html

6.1 kB

Part 01-Module 01-Lesson 04_Stock Prices/05. Random Story-l_tnEtFCXnc.mp4

2.6 MB

Part 01-Module 01-Lesson 04_Stock Prices/05. Random Story.html

5.2 kB

Part 01-Module 01-Lesson 04_Stock Prices/index.html

4.3 kB

Part 01-Module 01-Lesson 05_Market Mechanics/01. Intro.html

6.0 kB

Part 01-Module 01-Lesson 05_Market Mechanics/01. M1L3 01 Intro V4-LE-4Xf8lzHk.mp4

2.1 MB

Part 01-Module 01-Lesson 05_Market Mechanics/02. Farmers' Market.html

6.1 kB

Part 01-Module 01-Lesson 05_Market Mechanics/02. M1L3 02 Farmers Market V3-i_itXOdetCc.mp4

3.9 MB

Part 01-Module 01-Lesson 05_Market Mechanics/03. M1L3 03 Trading Stocks V3-GHoRtfUrUMc.mp4

7.8 MB

Part 01-Module 01-Lesson 05_Market Mechanics/03. Trading Stocks.html

7.3 kB

Part 01-Module 01-Lesson 05_Market Mechanics/04. Liquidity.html

7.3 kB

Part 01-Module 01-Lesson 05_Market Mechanics/04. M1L3 04 Liquidity V4-KNVQeH6Y_YA.mp4

2.5 MB

Part 01-Module 01-Lesson 05_Market Mechanics/05. M1L3 08 Tick Data V4-2O0eSKmI6YQ.mp4

3.4 MB

Part 01-Module 01-Lesson 05_Market Mechanics/05. Tick Data.html

6.1 kB

Part 01-Module 01-Lesson 05_Market Mechanics/06. M1L3 09 Open High Low Close V4-FgNY4YgVWFk.mp4

2.4 MB

Part 01-Module 01-Lesson 05_Market Mechanics/06. OHLC Open, High, Low, Close.html

6.1 kB

Part 01-Module 01-Lesson 05_Market Mechanics/07. Quiz Resample Data.html

6.8 kB

Part 01-Module 01-Lesson 05_Market Mechanics/08. M1L3 10 Volume V3-DFp7kp0xRCo.mp4

4.7 MB

Part 01-Module 01-Lesson 05_Market Mechanics/08. Volume.html

6.1 kB

Part 01-Module 01-Lesson 05_Market Mechanics/09. Gaps in Market Data.html

6.6 kB

Part 01-Module 01-Lesson 05_Market Mechanics/09. M1L3 12 Gaps In Market Data V3-jMT3VbUGiZI.mp4

2.8 MB

Part 01-Module 01-Lesson 05_Market Mechanics/10. M1L3 14 Markets In Different Timezones V3-wmmEpPM-HVs.mp4

2.7 MB

Part 01-Module 01-Lesson 05_Market Mechanics/10. Markets in Different Timezones.html

6.5 kB

Part 01-Module 01-Lesson 05_Market Mechanics/11. M1L3 15 Outro V2-XVvfToYCsmo.mp4

1.4 MB

Part 01-Module 01-Lesson 05_Market Mechanics/11. Summary.html

6.1 kB

Part 01-Module 01-Lesson 05_Market Mechanics/12. Better Learning - By Sleeping.html

6.0 kB

Part 01-Module 01-Lesson 05_Market Mechanics/12. Better Learning By Sleeping-6J4isuCRPGE.mp4

5.6 MB

Part 01-Module 01-Lesson 05_Market Mechanics/index.html

4.9 kB

Part 01-Module 01-Lesson 06_Data Processing/01. M1L4 01 Stock Data V2-sN0_IqmMGGA.mp4

1.5 MB

Part 01-Module 01-Lesson 06_Data Processing/01. Market Data.html

6.8 kB

Part 01-Module 01-Lesson 06_Data Processing/02. M1L4 02 Market Data V5-9aEp374GsgQ.mp4

3.3 MB

Part 01-Module 01-Lesson 06_Data Processing/02. When to Use Time Stamps.html

8.0 kB

Part 01-Module 01-Lesson 06_Data Processing/03. Corporate Actions Stock Splits.html

7.3 kB

Part 01-Module 01-Lesson 06_Data Processing/03. M1L4 04 Corporate Actions V5-S60WArbQK7k.mp4

5.3 MB

Part 01-Module 01-Lesson 06_Data Processing/03. M1L4 04b Dividends V2-OVZw9tci55w.mp4

4.0 MB

Part 01-Module 01-Lesson 06_Data Processing/04. M1L4 06 Technical Indicators V6-jo740Kq3YN4.mp4

7.7 MB

Part 01-Module 01-Lesson 06_Data Processing/04. Technical Indicators.html

7.2 kB

Part 01-Module 01-Lesson 06_Data Processing/05. M1L4 08 Missing Values V5-XaMaVFUIc_I.mp4

12 MB

Part 01-Module 01-Lesson 06_Data Processing/05. Missing Values.html

6.5 kB

Part 01-Module 01-Lesson 06_Data Processing/06. Trading Days.html

7.3 kB

Part 01-Module 01-Lesson 06_Data Processing/07. Quiz Trading Experiment.html

8.0 kB

Part 01-Module 01-Lesson 06_Data Processing/08. M1L4 11 Survivor Bias V2-39MeCCw5ndM.mp4

2.9 MB

Part 01-Module 01-Lesson 06_Data Processing/08. Survivor Bias.html

6.5 kB

Part 01-Module 01-Lesson 06_Data Processing/09. Fundamental Information.html

11 kB

Part 01-Module 01-Lesson 06_Data Processing/10. Price Earnings Ratio.html

9.3 kB

Part 01-Module 01-Lesson 06_Data Processing/11. Exchange Traded Funds.html

6.5 kB

Part 01-Module 01-Lesson 06_Data Processing/11. M1L4 13 Exchange Traded Funds V4-Zx7v5GCfpvI.mp4

13 MB

Part 01-Module 01-Lesson 06_Data Processing/12. Index vs ETF.html

7.4 kB

Part 01-Module 01-Lesson 06_Data Processing/13. Alternative Data.html

6.5 kB

Part 01-Module 01-Lesson 06_Data Processing/13. M1L4 16 Alternate Data V2-DFwu2ysGY8c.mp4

2.4 MB

Part 01-Module 01-Lesson 06_Data Processing/14. Eddy & Deven V2-g7zJV-Ontbo.mp4

27 MB

Part 01-Module 01-Lesson 06_Data Processing/14. Interview Satellite Data.html

6.5 kB

Part 01-Module 01-Lesson 06_Data Processing/15. Interlude Your Goals.html

6.4 kB

Part 01-Module 01-Lesson 06_Data Processing/15. MV 06 Our Goal Is To Help You Meet Your Goals V1--pSppDzJRu8.mp4

2.3 MB

Part 01-Module 01-Lesson 06_Data Processing/index.html

5.2 kB

Part 01-Module 01-Lesson 07_Stock Returns/01. M1L5 01 Intro V2-mE8OOxkgzy8.mp4

1.2 MB

Part 01-Module 01-Lesson 07_Stock Returns/01. M1L5 02 Returns V6-PngIo6G73Z8.mp4

3.9 MB

Part 01-Module 01-Lesson 07_Stock Returns/01. Returns.html

6.1 kB

Part 01-Module 01-Lesson 07_Stock Returns/02. Quiz Calculate Returns.html

6.3 kB

Part 01-Module 01-Lesson 07_Stock Returns/03. Log Returns.html

6.1 kB

Part 01-Module 01-Lesson 07_Stock Returns/03. M1L5 03 Log Returns V5-62fZN1QnGjc.mp4

4.3 MB

Part 01-Module 01-Lesson 07_Stock Returns/04. Quiz Log Returns and Compounding.html

17 kB

Part 01-Module 01-Lesson 07_Stock Returns/05. Distributions of Returns and Prices.html

13 kB

Part 01-Module 01-Lesson 07_Stock Returns/05. M1L5 06 Distribution Of Stock Prices Part 2 V1-cGoXGiO1DYk.mp4

5.7 MB

Part 01-Module 01-Lesson 07_Stock Returns/06. Why Log Returns.html

6.4 kB

Part 01-Module 01-Lesson 07_Stock Returns/index.html

4.5 kB

Part 01-Module 01-Lesson 07_Stock Returns/img/aapl-adj-close.jpeg

40 kB

Part 01-Module 01-Lesson 07_Stock Returns/img/aapl-returns-log-returns.jpeg

90 kB

Part 01-Module 01-Lesson 07_Stock Returns/img/numerical-stability-example.jpg

25 kB

Part 01-Module 01-Lesson 08_Momentum Trading/01. Designing a Trading Strategy.html

6.6 kB

Part 01-Module 01-Lesson 08_Momentum Trading/01. M1L6 01 Designing A Trading Strategy V4-O7c6bPXBUsU.mp4

3.2 MB

Part 01-Module 01-Lesson 08_Momentum Trading/02. M1L6 02 Momentumbased Signals V4-RedwbmYg6e4.mp4

4.3 MB

Part 01-Module 01-Lesson 08_Momentum Trading/02. Momentum-based Signals.html

6.6 kB

Part 01-Module 01-Lesson 08_Momentum Trading/03. Quiz Momentum-based Signals.html

7.5 kB

Part 01-Module 01-Lesson 08_Momentum Trading/04. Long and Short Positions.html

7.4 kB

Part 01-Module 01-Lesson 08_Momentum Trading/04. M1L6 04 Long And Short Positions V3-TCOFgM-hxkQ.mp4

3.1 MB

Part 01-Module 01-Lesson 08_Momentum Trading/05. Quiz Dtype.html

7.3 kB

Part 01-Module 01-Lesson 08_Momentum Trading/06. M1L6 06 Trading Strategy V2-rrCHC20FkIc.mp4

5.7 MB

Part 01-Module 01-Lesson 08_Momentum Trading/06. Trading Strategy.html

7.3 kB

Part 01-Module 01-Lesson 08_Momentum Trading/07. Quiz Momentum-based Portfolio.html

9.2 kB

Part 01-Module 01-Lesson 08_Momentum Trading/08. Quiz Calculate Top and Bottom Performing.html

7.4 kB

Part 01-Module 01-Lesson 08_Momentum Trading/09. M1L6 09 Statistical Analysis V10-_p1m_q8jE6E.mp4

6.4 MB

Part 01-Module 01-Lesson 08_Momentum Trading/09. Statistical Analysis.html

7.1 kB

Part 01-Module 01-Lesson 08_Momentum Trading/10. The Many Meanings of Alpha.html

8.3 kB

Part 01-Module 01-Lesson 08_Momentum Trading/11. Quiz Test Returns for Statistical Significance.html

11 kB

Part 01-Module 01-Lesson 08_Momentum Trading/12. Quiz Statistical Analysis.html

9.7 kB

Part 01-Module 01-Lesson 08_Momentum Trading/13. Finding Alpha.html

6.5 kB

Part 01-Module 01-Lesson 08_Momentum Trading/13. M1L6 12 Finding Alpha V1-r8lfWVhfQC0.mp4

3.1 MB

Part 01-Module 01-Lesson 08_Momentum Trading/14. Interlude Global Talent.html

6.5 kB

Part 01-Module 01-Lesson 08_Momentum Trading/14. MV 13 Global Talent Is Equally Distributed V1-QwDJbbBl_48.mp4

2.3 MB

Part 01-Module 01-Lesson 08_Momentum Trading/index.html

5.3 kB

Part 01-Module 01-Lesson 08_Momentum Trading/img/momentum-quiz.jpeg

20 kB

Part 01-Module 01-Lesson 09_Project 1 Trading with Momentum/01. Intro to Project 1.html

5.7 kB

Part 01-Module 01-Lesson 09_Project 1 Trading with Momentum/01. MV 03 Transition To Project 01 V1-dcps5Bg4bZE.mp4

5.5 MB

Part 01-Module 01-Lesson 09_Project 1 Trading with Momentum/02. Project Description.html

6.3 kB

Part 01-Module 01-Lesson 09_Project 1 Trading with Momentum/03. Trading with Momentum Workspace.html

6.5 kB

Part 01-Module 01-Lesson 09_Project 1 Trading with Momentum/04. Eddy & Thomas 02 AI And Finanace V2-8Hna_hR_N7c.mp4

14 MB

Part 01-Module 01-Lesson 09_Project 1 Trading with Momentum/04. Insights from a Quant - AI and Finance.html

5.7 kB

Part 01-Module 01-Lesson 09_Project 1 Trading with Momentum/index.html

4.7 kB

Part 01-Module 01-Lesson 09_Project 1 Trading with Momentum/Project Description - Trading with Momentum.html

6.0 kB

Part 01-Module 01-Lesson 09_Project 1 Trading with Momentum/Project Rubric - Trading with Momentum.html

8.1 kB

Part 01-Module 02-Lesson 01_Quant Workflow/01. Intro Module 2.html

5.5 kB

Part 01-Module 02-Lesson 01_Quant Workflow/01. MV 05 Intro To Module 2 V1-92JzOXda9Q8.mp4

2.6 MB

Part 01-Module 02-Lesson 01_Quant Workflow/02. M2L1 01 Starting From A Hypothesis V3-yjlt4yerB9I.mp4

7.4 MB

Part 01-Module 02-Lesson 01_Quant Workflow/02. Starting from a Hypothesis.html

5.5 kB

Part 01-Module 02-Lesson 01_Quant Workflow/03. M2L1 02 Quant Workflow V3-lZfCCRv2rEE.mp4

1.6 MB

Part 01-Module 02-Lesson 01_Quant Workflow/03. Quant Workflow.html

5.4 kB

Part 01-Module 02-Lesson 01_Quant Workflow/04. Flavors of Trading.html

5.5 kB

Part 01-Module 02-Lesson 01_Quant Workflow/04. M2L1 03 Flavors Of Trading Strategies V4-uCCx8I9u_Nk.mp4

5.8 MB

Part 01-Module 02-Lesson 01_Quant Workflow/05. Anatomy of a Strategy.html

6.8 kB

Part 01-Module 02-Lesson 01_Quant Workflow/05. M2L1 04 Anatomy Of A Strategy Part 1 V5-cnJK8c2zfq4.mp4

3.7 MB

Part 01-Module 02-Lesson 01_Quant Workflow/05. M2L1 04 Anatomy Of A Strategy Part 2 V1-v3w4JZKQixc.mp4

5.5 MB

Part 01-Module 02-Lesson 01_Quant Workflow/05. M2L1 04 Anatomy Of A Strategy Part 3 V1-vSxnkduTWWY.mp4

8.4 MB

Part 01-Module 02-Lesson 01_Quant Workflow/index.html

4.4 kB

Part 01-Module 02-Lesson 02_Outliers and Filtering/01. Intro.html

6.0 kB

Part 01-Module 02-Lesson 02_Outliers and Filtering/01. M2L2 01 Intro V1-OGx1aYHMgbs.mp4

1.3 MB

Part 01-Module 02-Lesson 02_Outliers and Filtering/02. M2L2 02 Sources Of Outliers V8-gXKhKQ2_TaA.mp4

12 MB

Part 01-Module 02-Lesson 02_Outliers and Filtering/02. Sources of Outliers.html

6.1 kB

Part 01-Module 02-Lesson 02_Outliers and Filtering/03. Outliers Due to Real Events.html

7.2 kB

Part 01-Module 02-Lesson 02_Outliers and Filtering/04. M2L2 03 Outliers Signals And Strategies V5-zyVgpsRy-mU.mp4

9.3 MB

Part 01-Module 02-Lesson 02_Outliers and Filtering/04. Outliers, Signals and Strategies.html

6.3 kB

Part 01-Module 02-Lesson 02_Outliers and Filtering/05. M2L2 04 Spotting Outliers In Raw Data V3-kFIB0YIW1TQ.mp4

3.7 MB

Part 01-Module 02-Lesson 02_Outliers and Filtering/05. Spotting Outliers in Raw Data.html

6.2 kB

Part 01-Module 02-Lesson 02_Outliers and Filtering/06. Handling Outliers in Raw Data.html

6.2 kB

Part 01-Module 02-Lesson 02_Outliers and Filtering/06. M2L2 05 Handling Outliers In Raw Data V3-3l6kQZqlVJA.mp4

6.1 MB

Part 01-Module 02-Lesson 02_Outliers and Filtering/07. M2L2 06 Spotting Outliers In Signal Returns V4-BSLGZz0RzTg.mp4

7.6 MB

Part 01-Module 02-Lesson 02_Outliers and Filtering/07. Spotting Outliers in Signal Returns.html

6.4 kB

Part 01-Module 02-Lesson 02_Outliers and Filtering/08. Handling Outliers in Signal Returns.html

6.2 kB

Part 01-Module 02-Lesson 02_Outliers and Filtering/08. M2L2 07 Handling Outliers In Signal Returns V4-ILdnNi4CgZM.mp4

6.8 MB

Part 01-Module 02-Lesson 02_Outliers and Filtering/09. Generating Robust Trading Signals.html

6.2 kB

Part 01-Module 02-Lesson 02_Outliers and Filtering/09. M2L2 08 Generating Robust Trading Signals V3-1ikkZmVkjl0.mp4

2.3 MB

Part 01-Module 02-Lesson 02_Outliers and Filtering/10. M2L2 09 Outro V1-r1SWu-7Rzf0.mp4

952 kB

Part 01-Module 02-Lesson 02_Outliers and Filtering/10. Summary.html

5.9 kB

Part 01-Module 02-Lesson 02_Outliers and Filtering/index.html

4.9 kB

Part 01-Module 02-Lesson 03_Regression/01. Intro.html

7.3 kB

Part 01-Module 02-Lesson 03_Regression/01. M2L3 01 Intro V4-C7vWJH05tKA.mp4

6.6 MB

Part 01-Module 02-Lesson 03_Regression/02. Distributions.html

6.8 kB

Part 01-Module 02-Lesson 03_Regression/02. M2L3 02 Distributions V2-ZlRGxq5I9BU.mp4

4.4 MB

Part 01-Module 02-Lesson 03_Regression/03. Exercise Visualize Distributions.html

13 kB

Part 01-Module 02-Lesson 03_Regression/04. M2L3 04 Parameters Of A Distribution V3--akdmiLDny4.mp4

4.4 MB

Part 01-Module 02-Lesson 03_Regression/04. Parameters of a Distribution.html

7.6 kB

Part 01-Module 02-Lesson 03_Regression/05. Quiz Standard Normal Distribution.html

8.6 kB

Part 01-Module 02-Lesson 03_Regression/06. Testing For Normalilty-Sa1MJegyYfc.mp4

11 MB

Part 01-Module 02-Lesson 03_Regression/06. Testing for Normality.html

9.6 kB

Part 01-Module 02-Lesson 03_Regression/07. Quiz Normality .html

8.0 kB

Part 01-Module 02-Lesson 03_Regression/08. Exercise Normality.html

7.6 kB

Part 01-Module 02-Lesson 03_Regression/09. Heteroskedasticity.html

7.7 kB

Part 01-Module 02-Lesson 03_Regression/09. M2L3 08 Heteroskedasticity V2-wias9OZ1tU4.mp4

1.7 MB

Part 01-Module 02-Lesson 03_Regression/10. M2L3 09 Transforming Data V3-N8Fhq8wiQZU.mp4

4.2 MB

Part 01-Module 02-Lesson 03_Regression/10. Transforming Data.html

6.9 kB

Part 01-Module 02-Lesson 03_Regression/11. Linear Regression.html

6.9 kB

Part 01-Module 02-Lesson 03_Regression/11. M2L3 10 Linear Regression V4-GRY4eakMBJ8.mp4

6.3 MB

Part 01-Module 02-Lesson 03_Regression/12. Breusch Pagan in Depth (Optional).html

8.6 kB

Part 01-Module 02-Lesson 03_Regression/13. Quiz Regression.html

7.8 kB

Part 01-Module 02-Lesson 03_Regression/14. M2L3 12 Multivariate Linear Regression V3-WbCGVF7SAN0.mp4

1.5 MB

Part 01-Module 02-Lesson 03_Regression/14. Multivariate Linear Regression.html

6.9 kB

Part 01-Module 02-Lesson 03_Regression/15. M2L3 14 Regression In Trading V2-bcOGRWxg7qQ.mp4

3.4 MB

Part 01-Module 02-Lesson 03_Regression/15. Regression in Trading.html

6.9 kB

Part 01-Module 02-Lesson 03_Regression/16. Exercise regression with two stocks.html

7.6 kB

Part 01-Module 02-Lesson 03_Regression/17. M2L3 15 Summary V1-n2VxcEcw0GY.mp4

1.2 MB

Part 01-Module 02-Lesson 03_Regression/17. Summary.html

6.8 kB

Part 01-Module 02-Lesson 03_Regression/18. Interlude Your Brain.html

6.8 kB

Part 01-Module 02-Lesson 03_Regression/18. MV 14 What Happens In Your Brain V1-ioDP7ndd40Y.mp4

3.7 MB

Part 01-Module 02-Lesson 03_Regression/index.html

5.5 kB

Part 01-Module 02-Lesson 03_Regression/img/distributions.png

110 kB

Part 01-Module 02-Lesson 03_Regression/img/screen-shot-2018-04-19-at-1.17.37-pm.png

142 kB

Part 01-Module 02-Lesson 03_Regression/img/screen-shot-2018-04-20-at-3.04.04-pm.png

58 kB

Part 01-Module 02-Lesson 04_Time Series Modeling/01. M2L4 01 Time Series Modeling V4-QeIu7GMZl20.mp4

2.7 MB

Part 01-Module 02-Lesson 04_Time Series Modeling/01. Time Series Modeling.html

5.9 kB

Part 01-Module 02-Lesson 04_Time Series Modeling/02. Autoregressive Models.html

5.9 kB

Part 01-Module 02-Lesson 04_Time Series Modeling/02. M2L4 02 Autoregressive Models V5-9jE7S4b-oIU.mp4

4.4 MB

Part 01-Module 02-Lesson 04_Time Series Modeling/03. M2L4 03 Moving Average Models V5-1FkCP_dwxjI.mp4

3.7 MB

Part 01-Module 02-Lesson 04_Time Series Modeling/03. Moving Average Models.html

5.9 kB

Part 01-Module 02-Lesson 04_Time Series Modeling/04. Advanced Time Series Models.html

9.1 kB

Part 01-Module 02-Lesson 04_Time Series Modeling/04. M2L4 05 Advanced Time Series Models V5-cj1RCBTDog8.mp4

12 MB

Part 01-Module 02-Lesson 04_Time Series Modeling/05. Exercise ARMA and ARIMA.html

6.6 kB

Part 01-Module 02-Lesson 04_Time Series Modeling/06. Kalman Filter.html

7.6 kB

Part 01-Module 02-Lesson 04_Time Series Modeling/06. M2L4 07 Kalman Filter V4-CLJhgfMI4Ho.mp4

7.7 MB

Part 01-Module 02-Lesson 04_Time Series Modeling/07. M2L4 08 Particle Filter V4-4KhDUAvwI74.mp4

2.8 MB

Part 01-Module 02-Lesson 04_Time Series Modeling/07. Particle Filter.html

6.3 kB

Part 01-Module 02-Lesson 04_Time Series Modeling/08. M2L4 09 Recurrent Neural Networks V5-5cYAAHyRHDo.mp4

6.4 MB

Part 01-Module 02-Lesson 04_Time Series Modeling/08. Recurrent Neural Networks.html

6.3 kB

Part 01-Module 02-Lesson 04_Time Series Modeling/09. M2L4 11 Outro V1-6sheR92KUU8.mp4

796 kB

Part 01-Module 02-Lesson 04_Time Series Modeling/09. Summary.html

5.7 kB

Part 01-Module 02-Lesson 04_Time Series Modeling/index.html

4.7 kB

Part 01-Module 02-Lesson 05_Volatility/01. M2L5 01 What Is Volatility V3-brGVwpDSuG4.mp4

5.9 MB

Part 01-Module 02-Lesson 05_Volatility/01. What is Volatility.html

6.4 kB

Part 01-Module 02-Lesson 05_Volatility/02. Historical Volatility.html

6.5 kB

Part 01-Module 02-Lesson 05_Volatility/02. M2L5 02 Historical Volatility V3-BOPhsYLHkUU.mp4

6.4 MB

Part 01-Module 02-Lesson 05_Volatility/03. Annualized Volatility.html

6.5 kB

Part 01-Module 02-Lesson 05_Volatility/03. M2L5 03 Annualized Volatility V8-yakh1pjP7uY.mp4

5.8 MB

Part 01-Module 02-Lesson 05_Volatility/04. Scale of Volatility.html

7.3 kB

Part 01-Module 02-Lesson 05_Volatility/05. Quiz Volatility.html

24 kB

Part 01-Module 02-Lesson 05_Volatility/06. M2L5 06 Rolling Windows V3-4EuMKqeNXA0.mp4

4.0 MB

Part 01-Module 02-Lesson 05_Volatility/06. Rolling Windows.html

6.4 kB

Part 01-Module 02-Lesson 05_Volatility/07. Quiz Rolling Windows.html

7.2 kB

Part 01-Module 02-Lesson 05_Volatility/08. Exponentially Weighted Moving Average.html

6.5 kB

Part 01-Module 02-Lesson 05_Volatility/08. M2L5 07 Exponentially Weighted Moving Average V4-VBPitTHzYRI.mp4

5.6 MB

Part 01-Module 02-Lesson 05_Volatility/09. Quiz Estimate Volatility.html

39 kB

Part 01-Module 02-Lesson 05_Volatility/10. Forecasting Volatility.html

6.5 kB

Part 01-Module 02-Lesson 05_Volatility/10. M2L5 09 Forecasting Volatility V3-82v4v_PKDAE.mp4

5.1 MB

Part 01-Module 02-Lesson 05_Volatility/11. M2L5 11 Markets & Volatility V3-jEHJkZUX9s4.mp4

9.0 MB

Part 01-Module 02-Lesson 05_Volatility/11. Markets & Volatility.html

6.5 kB

Part 01-Module 02-Lesson 05_Volatility/12. M2L5 12 Using Volatility For Equity Trading V5-Vh9ajVRedvY.mp4

10 MB

Part 01-Module 02-Lesson 05_Volatility/12. Using Volatility for Equity Trading.html

6.5 kB

Part 01-Module 02-Lesson 05_Volatility/13. Breakout Strategies.html

6.4 kB

Part 01-Module 02-Lesson 05_Volatility/13. M2L5 13 Breakout Strategies V4-9eamk40DMu0.mp4

2.9 MB

Part 01-Module 02-Lesson 05_Volatility/14. M2L5 15 Outro V1-FMXL37CkTgg.mp4

875 kB

Part 01-Module 02-Lesson 05_Volatility/14. Summary.html

6.3 kB

Part 01-Module 02-Lesson 05_Volatility/index.html

5.1 kB

Part 01-Module 02-Lesson 06_Pairs Trading and Mean Reversion/01. Intro.html

6.4 kB

Part 01-Module 02-Lesson 06_Pairs Trading and Mean Reversion/01. M2L6 01 Intro V3-CQ6QGAxbUF8.mp4

5.6 MB

Part 01-Module 02-Lesson 06_Pairs Trading and Mean Reversion/02. M2L6 02 Mean Reversion V5-zQ08lFcZa_A.mp4

4.1 MB

Part 01-Module 02-Lesson 06_Pairs Trading and Mean Reversion/02. Mean Reversion.html

11 kB

Part 01-Module 02-Lesson 06_Pairs Trading and Mean Reversion/03. M2L6 04 Pairs Trading V3-7lEm_tFXcBk.mp4

8.2 MB

Part 01-Module 02-Lesson 06_Pairs Trading and Mean Reversion/03. Pairs Trading.html

7.8 kB

Part 01-Module 02-Lesson 06_Pairs Trading and Mean Reversion/04. Finding Pairs to Trade.html

6.5 kB

Part 01-Module 02-Lesson 06_Pairs Trading and Mean Reversion/04. M2L6 07 Finding Pairs To Trade V4-6hQtoElcnGM.mp4

5.2 MB

Part 01-Module 02-Lesson 06_Pairs Trading and Mean Reversion/05. Quiz Identify Pairs to Trade.html

7.9 kB

Part 01-Module 02-Lesson 06_Pairs Trading and Mean Reversion/06. Cointegration.html

11 kB

Part 01-Module 02-Lesson 06_Pairs Trading and Mean Reversion/06. M2L6 09 Cointegration V6-N4ZI5SyFMOc.mp4

5.4 MB

Part 01-Module 02-Lesson 06_Pairs Trading and Mean Reversion/07. ADF and roots.html

12 kB

Part 01-Module 02-Lesson 06_Pairs Trading and Mean Reversion/08. Clustering Stocks.html

6.4 kB

Part 01-Module 02-Lesson 06_Pairs Trading and Mean Reversion/08. M2L6 11 Clustering Stocks V3-LkgCK_qPqWE.mp4

1.7 MB

Part 01-Module 02-Lesson 06_Pairs Trading and Mean Reversion/09. M2L6 13 Trade Pairs Of Stocks V6-i1yVMrgjtB0.mp4

6.2 MB

Part 01-Module 02-Lesson 06_Pairs Trading and Mean Reversion/09. Trade Pairs of Stocks.html

7.2 kB

Part 01-Module 02-Lesson 06_Pairs Trading and Mean Reversion/10. Exercise finding pairs.html

7.2 kB

Part 01-Module 02-Lesson 06_Pairs Trading and Mean Reversion/11. Variations of Pairs Trading and Mean Reversion Trading.html

8.6 kB

Part 01-Module 02-Lesson 06_Pairs Trading and Mean Reversion/12. 3 or more stocks (optional).html

9.4 kB

Part 01-Module 02-Lesson 06_Pairs Trading and Mean Reversion/13. Details of Johansen Test (optional).html

12 kB

Part 01-Module 02-Lesson 06_Pairs Trading and Mean Reversion/14. M2L6 20 Summary V2-wuzha8SU2jw.mp4

2.4 MB

Part 01-Module 02-Lesson 06_Pairs Trading and Mean Reversion/14. Summary.html

6.3 kB

Part 01-Module 02-Lesson 06_Pairs Trading and Mean Reversion/index.html

5.2 kB

Part 01-Module 02-Lesson 06_Pairs Trading and Mean Reversion/img/08-identify-pairs-to-trade.png

162 kB

Part 01-Module 02-Lesson 07_Project 2 Breakout Strategy/01. Intro Project 2.html

5.8 kB

Part 01-Module 02-Lesson 07_Project 2 Breakout Strategy/01. MV 7 Transition To Project 02 1 V1-nkAcx2X_lfs.mp4

5.0 MB

Part 01-Module 02-Lesson 07_Project 2 Breakout Strategy/02. Project Description.html

6.0 kB

Part 01-Module 02-Lesson 07_Project 2 Breakout Strategy/03. Breakout Strategy Workspace.html

6.5 kB

Part 01-Module 02-Lesson 07_Project 2 Breakout Strategy/04. MV 10 Transition From Project 02 Int V1-DYjOsL3VYfY.mp4

5.1 MB

Part 01-Module 02-Lesson 07_Project 2 Breakout Strategy/04. Wrapping Up Module 2.html

5.8 kB

Part 01-Module 02-Lesson 07_Project 2 Breakout Strategy/05. Eddy & Thomas 03 Jobs And Interviews V2-5W9XsgyxYHE.mp4

13 MB

Part 01-Module 02-Lesson 07_Project 2 Breakout Strategy/05. Insights from a Quant - Careers.html

5.7 kB

Part 01-Module 02-Lesson 07_Project 2 Breakout Strategy/index.html

4.7 kB

Part 01-Module 02-Lesson 07_Project 2 Breakout Strategy/Project Description - Breakout Strategy.html

6.1 kB

Part 01-Module 02-Lesson 07_Project 2 Breakout Strategy/Project Rubric - Breakout Strategy.html

8.6 kB

Part 01-Module 03-Lesson 01_Stocks, Indices, Funds/01. Intro Module 3.html

7.8 kB

Part 01-Module 03-Lesson 01_Stocks, Indices, Funds/01. MV 11 Intro To Module 03 Difficulties In Learning V1-kqjFkUVZwEc.mp4

5.6 MB

Part 01-Module 03-Lesson 01_Stocks, Indices, Funds/02. Intro to this lesson.html

8.1 kB

Part 01-Module 03-Lesson 01_Stocks, Indices, Funds/02. L1 00 Intro V2-JA4WBd6sHF4.mp4

2.2 MB

Part 01-Module 03-Lesson 01_Stocks, Indices, Funds/02. L1 01 Stocks V2-XHo5iyxDxOQ.mp4

4.0 MB

Part 01-Module 03-Lesson 01_Stocks, Indices, Funds/03. Indices.html

9.5 kB

Part 01-Module 03-Lesson 01_Stocks, Indices, Funds/03. L1 02 Indices V2-BRv5B78YBGs.mp4

3.4 MB

Part 01-Module 03-Lesson 01_Stocks, Indices, Funds/03. L1 03 Indices Are Virtual Portfolios V2-oAd_szbBNWc.mp4

2.2 MB

Part 01-Module 03-Lesson 01_Stocks, Indices, Funds/03. L1 04 Indices Describe The Market V2-jNzwxE3el7I.mp4

2.1 MB

Part 01-Module 03-Lesson 01_Stocks, Indices, Funds/04. L1 05 Market Cap V2-PE0UgUc0f0U.mp4

2.2 MB

Part 01-Module 03-Lesson 01_Stocks, Indices, Funds/04. Market Cap.html

7.7 kB

Part 01-Module 03-Lesson 01_Stocks, Indices, Funds/05. Growth V. Value.html

7.7 kB

Part 01-Module 03-Lesson 01_Stocks, Indices, Funds/05. L1 06 Growth Vs Value V2-ZCjre5YTD0s.mp4

2.0 MB

Part 01-Module 03-Lesson 01_Stocks, Indices, Funds/06. L1 07 Ratios V2-Dfbwep-tkok.mp4

3.8 MB

Part 01-Module 03-Lesson 01_Stocks, Indices, Funds/06. Ratios.html

8.4 kB

Part 01-Module 03-Lesson 01_Stocks, Indices, Funds/07. Index Categories.html

8.4 kB

Part 01-Module 03-Lesson 01_Stocks, Indices, Funds/07. L1 08 S&P Index Categories V2-D3VGIvti71g.mp4

3.1 MB

Part 01-Module 03-Lesson 01_Stocks, Indices, Funds/08. L1 09 Price Weighting V2-2SFbwJ19NhA.mp4

1.5 MB

Part 01-Module 03-Lesson 01_Stocks, Indices, Funds/08. Price Weighting.html

8.3 kB

Part 01-Module 03-Lesson 01_Stocks, Indices, Funds/09. L1 10 Market Cap Weighting V2-7qVVA5yLFnY.mp4

3.1 MB

Part 01-Module 03-Lesson 01_Stocks, Indices, Funds/09. Market Cap Weighting.html

9.4 kB

Part 01-Module 03-Lesson 01_Stocks, Indices, Funds/10. Adding or Removing from an Index.html

7.8 kB

Part 01-Module 03-Lesson 01_Stocks, Indices, Funds/10. L1 11 Adding Or Removing From An Index V2-_bWIZWa20j8.mp4

3.2 MB

Part 01-Module 03-Lesson 01_Stocks, Indices, Funds/11. How an Index is Constructed.html

9.8 kB

Part 01-Module 03-Lesson 01_Stocks, Indices, Funds/11. L1 12 How An Index Is Constructed V2-dsbi4dvdU9c.mp4

4.1 MB

Part 01-Module 03-Lesson 01_Stocks, Indices, Funds/12. Hang Seng Index Construction.html

9.3 kB

Part 01-Module 03-Lesson 01_Stocks, Indices, Funds/12. L1 13 Hang Seng Index Construction V2-rdGdC-meRLU.mp4

3.8 MB

Part 01-Module 03-Lesson 01_Stocks, Indices, Funds/13. Index after Add or Delete.html

7.8 kB

Part 01-Module 03-Lesson 01_Stocks, Indices, Funds/13. L1 15 Calculating Index After Add Or Delete V2-hiAHRE6JY0k.mp4

2.5 MB

Part 01-Module 03-Lesson 01_Stocks, Indices, Funds/14. Funds.html

7.7 kB

Part 01-Module 03-Lesson 01_Stocks, Indices, Funds/14. L1 16 Funds V2-s9f2Bzc9lnk.mp4

3.5 MB

Part 01-Module 03-Lesson 01_Stocks, Indices, Funds/15. Active vs. Passive.html

8.7 kB

Part 01-Module 03-Lesson 01_Stocks, Indices, Funds/15. L1 17 Active Vs Passive V2-QzoHmUzJ5zw.mp4

2.8 MB

Part 01-Module 03-Lesson 01_Stocks, Indices, Funds/15. L1 18 Alpha And Beta V3-CcVdfrr5nD8.mp4

3.3 MB

Part 01-Module 03-Lesson 01_Stocks, Indices, Funds/16. Quiz Rate of Returns Over Multiple Periods.html

8.5 kB

Part 01-Module 03-Lesson 01_Stocks, Indices, Funds/17. L1 19 Smart Beta V2-Rc9NEmNMzk8.mp4

2.8 MB

Part 01-Module 03-Lesson 01_Stocks, Indices, Funds/17. Smart Beta.html

10 kB

Part 01-Module 03-Lesson 01_Stocks, Indices, Funds/18. L1 20 Mutual Funds V2-LgaylDkS92Y.mp4

2.2 MB

Part 01-Module 03-Lesson 01_Stocks, Indices, Funds/18. Mutual Funds.html

7.9 kB

Part 01-Module 03-Lesson 01_Stocks, Indices, Funds/19. Hedge Funds.html

8.1 kB

Part 01-Module 03-Lesson 01_Stocks, Indices, Funds/19. L1 21 Hedge Funds V4-AgGPqvDFTHw.mp4

2.2 MB

Part 01-Module 03-Lesson 01_Stocks, Indices, Funds/20. L1 22 Relative Returns V2-m4MvYRlyPoU.mp4

3.4 MB

Part 01-Module 03-Lesson 01_Stocks, Indices, Funds/20. L1 23 Absolute Returns V3-wbb6WSyXLdU.mp4

1.6 MB

Part 01-Module 03-Lesson 01_Stocks, Indices, Funds/20. Relative and Absolute Returns.html

11 kB

Part 01-Module 03-Lesson 01_Stocks, Indices, Funds/21. Hedging Strategies.html

7.7 kB

Part 01-Module 03-Lesson 01_Stocks, Indices, Funds/21. L1 24 Hedging Strategies V3-8bzw4ZMGpWU.mp4

3.9 MB

Part 01-Module 03-Lesson 01_Stocks, Indices, Funds/22. L1 25 Net Asset Value V2-hBnY2DmEFo4.mp4

2.2 MB

Part 01-Module 03-Lesson 01_Stocks, Indices, Funds/22. Net Asset Value.html

9.2 kB

Part 01-Module 03-Lesson 01_Stocks, Indices, Funds/23. Expense Ratios.html

8.0 kB

Part 01-Module 03-Lesson 01_Stocks, Indices, Funds/23. L1 26 Expense Ratios V2-SHZ0AhJq134.mp4

1.5 MB

Part 01-Module 03-Lesson 01_Stocks, Indices, Funds/24. L1 27 OpenEnd Mutual Funds V2-T4_mmjEKUAo.mp4

5.0 MB

Part 01-Module 03-Lesson 01_Stocks, Indices, Funds/24. Open End Mutual Funds.html

8.2 kB

Part 01-Module 03-Lesson 01_Stocks, Indices, Funds/25. Handling Withdrawals.html

9.9 kB

Part 01-Module 03-Lesson 01_Stocks, Indices, Funds/25. L1 28 Open End Mutual Funds Handling Withdrawals V2-46NGAQHY-Mc.mp4

1.5 MB

Part 01-Module 03-Lesson 01_Stocks, Indices, Funds/25. L1 29 Open End Funds Holding Cash For Withdrawals V3-RU8-ZRBJ2Cw.mp4

3.8 MB

Part 01-Module 03-Lesson 01_Stocks, Indices, Funds/26. Close End Mutual Funds.html

8.3 kB

Part 01-Module 03-Lesson 01_Stocks, Indices, Funds/26. L1 30 ClosedEnd Mutual Funds V3-y2VhtrF6vdc.mp4

4.5 MB

Part 01-Module 03-Lesson 01_Stocks, Indices, Funds/27. L1 31 Transaction Costs V2-JGYAv7tQpyY.mp4

4.8 MB

Part 01-Module 03-Lesson 01_Stocks, Indices, Funds/27. Transaction Costs.html

9.1 kB

Part 01-Module 03-Lesson 01_Stocks, Indices, Funds/28. L1 32 Summary V1-Pt2sVftdwS0.mp4

3.4 MB

Part 01-Module 03-Lesson 01_Stocks, Indices, Funds/28. Summary.html

7.6 kB

Part 01-Module 03-Lesson 01_Stocks, Indices, Funds/index.html

6.1 kB

Part 01-Module 03-Lesson 02_ETFs/01. Intro.html

6.1 kB

Part 01-Module 03-Lesson 02_ETFs/01. L2 01 Intro V2-utlPzT8MEsM.mp4

3.9 MB

Part 01-Module 03-Lesson 02_ETFs/02. L2 12 Shortcomings Of Mutual Funds V2-oEqsaex31Qg.mp4

3.7 MB

Part 01-Module 03-Lesson 02_ETFs/02. Shortcomings of Mutual Funds.html

6.2 kB

Part 01-Module 03-Lesson 02_ETFs/03. How ETFs are Used.html

9.8 kB

Part 01-Module 03-Lesson 02_ETFs/03. L2 02 Commodities V2-gc_GMqbCC2Q.mp4

2.5 MB

Part 01-Module 03-Lesson 02_ETFs/03. L2 03 Commodity Futures V3-qvSubjxMGJ0.mp4

3.6 MB

Part 01-Module 03-Lesson 02_ETFs/03. L2 04 Commodity ETFs V2-UpgX6INJ6nU.mp4

1.7 MB

Part 01-Module 03-Lesson 02_ETFs/03. L2 05 International ETFs V2-OL2p8S-82mY.mp4

3.4 MB

Part 01-Module 03-Lesson 02_ETFs/04. Hedging.html

6.6 kB

Part 01-Module 03-Lesson 02_ETFs/04. L2 06 Hedging V3-4k1bdohhawI.mp4

3.0 MB

Part 01-Module 03-Lesson 02_ETFs/05. ETF Sponsors.html

6.7 kB

Part 01-Module 03-Lesson 02_ETFs/05. L2 07 ETF Sponsor V2-v5vfAP1nJ10.mp4

4.0 MB

Part 01-Module 03-Lesson 02_ETFs/06. Authorized Participant and the Create Process.html

7.3 kB

Part 01-Module 03-Lesson 02_ETFs/06. L2 08 Authorized Participant And The Create Process V4-u4thSf3Uxsc.mp4

5.9 MB

Part 01-Module 03-Lesson 02_ETFs/07. L2 09 Redeeming Shares V3-ZSVgU7DBarc.mp4

1.5 MB

Part 01-Module 03-Lesson 02_ETFs/07. Redeeming Shares.html

7.1 kB

Part 01-Module 03-Lesson 02_ETFs/08. L2 10 Lower Operational Costs And Taxes V2-UlJusglK0h0.mp4

3.0 MB

Part 01-Module 03-Lesson 02_ETFs/08. Lower Operational Costs & Taxes.html

7.5 kB

Part 01-Module 03-Lesson 02_ETFs/09. Arbitrage.html

6.9 kB

Part 01-Module 03-Lesson 02_ETFs/09. L2 11 2 Arbitrage Farmers Market V1-hHxp16mQNGA.mp4

6.8 MB

Part 01-Module 03-Lesson 02_ETFs/09. L2 11 Arbitrage V2-yp-CcGrMzYQ.mp4

2.3 MB

Part 01-Module 03-Lesson 02_ETFs/10. Arbitrage for Efficient ETF Pricing.html

9.4 kB

Part 01-Module 03-Lesson 02_ETFs/10. L2 12 Misaligned ETF Pricing V3-5-pBZ3fyv6I.mp4

3.0 MB

Part 01-Module 03-Lesson 02_ETFs/10. L2 13 Realigning ETF Share Prices V2-aRXJxjQQSiI.mp4

1.7 MB

Part 01-Module 03-Lesson 02_ETFs/11. L2 14 Summary V1-E5br2PiH8kY.mp4

1.9 MB

Part 01-Module 03-Lesson 02_ETFs/11. Summary.html

6.1 kB

Part 01-Module 03-Lesson 02_ETFs/12. Interlude Meditation.html

6.1 kB

Part 01-Module 03-Lesson 02_ETFs/12. MV 11 Guided Meditation V1-njp1mnEEv9s.mp4

8.3 MB

Part 01-Module 03-Lesson 02_ETFs/index.html

4.9 kB

Part 01-Module 03-Lesson 03_Portfolio Risk and Return/01. Intro.html

6.6 kB

Part 01-Module 03-Lesson 03_Portfolio Risk and Return/01. L3 01 Intro V1-PxLJniuGyC0.mp4

3.6 MB

Part 01-Module 03-Lesson 03_Portfolio Risk and Return/02. Diversification.html

6.6 kB

Part 01-Module 03-Lesson 03_Portfolio Risk and Return/02. L3 02 Diversification V3-tyzqlXddXd8.mp4

4.0 MB

Part 01-Module 03-Lesson 03_Portfolio Risk and Return/03. L3 03 Portfolio Mean V3-vozlctvug7I.mp4

2.3 MB

Part 01-Module 03-Lesson 03_Portfolio Risk and Return/03. Portfolio Mean.html

6.6 kB

Part 01-Module 03-Lesson 03_Portfolio Risk and Return/04. L3 04 Portfolio Variance V2-LlxRypakop4.mp4

5.1 MB

Part 01-Module 03-Lesson 03_Portfolio Risk and Return/04. Portfolio Variance.html

8.1 kB

Part 01-Module 03-Lesson 03_Portfolio Risk and Return/05. Reducing Risk.html

9.1 kB

Part 01-Module 03-Lesson 03_Portfolio Risk and Return/06. Variance of a 3-Asset Portfolio.html

8.6 kB

Part 01-Module 03-Lesson 03_Portfolio Risk and Return/07. L3 06 The Covariance Matrix And Quadratic Forms V1-as5lafBZ2CA.mp4

1.7 MB

Part 01-Module 03-Lesson 03_Portfolio Risk and Return/07. The Covariance Matrix and Quadratic Forms.html

9.5 kB

Part 01-Module 03-Lesson 03_Portfolio Risk and Return/08. Calculate a Covariance Matrix.html

9.1 kB

Part 01-Module 03-Lesson 03_Portfolio Risk and Return/09. Quiz np.cov.html

7.4 kB

Part 01-Module 03-Lesson 03_Portfolio Risk and Return/10. L3 08 The Efficient Frontier V3-tEEyhU23bI4.mp4

7.1 MB

Part 01-Module 03-Lesson 03_Portfolio Risk and Return/10. The Efficient Frontier.html

7.5 kB

Part 01-Module 03-Lesson 03_Portfolio Risk and Return/11. Capital Market Line.html

7.2 kB

Part 01-Module 03-Lesson 03_Portfolio Risk and Return/11. L3 09 Capital Market Line V2-BRO-vo3y0-U.mp4

8.6 MB

Part 01-Module 03-Lesson 03_Portfolio Risk and Return/12. The Sharpe Ratio.html

11 kB

Part 01-Module 03-Lesson 03_Portfolio Risk and Return/13. Other Risk Measures.html

11 kB

Part 01-Module 03-Lesson 03_Portfolio Risk and Return/14. The Capital Assets Pricing Model.html

12 kB

Part 01-Module 03-Lesson 03_Portfolio Risk and Return/15. Quiz Portfolio Return with a 3-Asset Portfolio.html

8.5 kB

Part 01-Module 03-Lesson 03_Portfolio Risk and Return/16. L3 13 Summary V1-I7XKJf8t_0s.mp4

1.3 MB

Part 01-Module 03-Lesson 03_Portfolio Risk and Return/16. Summary.html

6.5 kB

Part 01-Module 03-Lesson 03_Portfolio Risk and Return/index.html

5.3 kB

Part 01-Module 03-Lesson 03_Portfolio Risk and Return/img/sml-chart.png

11 kB

Part 01-Module 03-Lesson 03_Portfolio Risk and Return/img/var-diagram.jpg

77 kB

Part 01-Module 03-Lesson 04_Portfolio Optimization/01. Intro.html

6.3 kB

Part 01-Module 03-Lesson 04_Portfolio Optimization/01. L4 01 Intro V1-CtIcmmR0YTs.mp4

1.1 MB

Part 01-Module 03-Lesson 04_Portfolio Optimization/02. L4 02 What Is Optimization V2-ISRlP1GeOjU.mp4

3.9 MB

Part 01-Module 03-Lesson 04_Portfolio Optimization/02. What is Optimization.html

9.9 kB

Part 01-Module 03-Lesson 04_Portfolio Optimization/03. L4 03 Optimization With Constraints V3-91WzhG6dti8.mp4

7.4 MB

Part 01-Module 03-Lesson 04_Portfolio Optimization/03. Optimization with Constraints.html

6.5 kB

Part 01-Module 03-Lesson 04_Portfolio Optimization/04. Two-Asset Portfolio Optimization.html

11 kB

Part 01-Module 03-Lesson 04_Portfolio Optimization/05. Portfolio Optimization with 2 Stocks.html

7.9 kB

Part 01-Module 03-Lesson 04_Portfolio Optimization/06. Formulating Portfolio Optimization Problems.html

16 kB

Part 01-Module 03-Lesson 04_Portfolio Optimization/07. cvxpy.html

12 kB

Part 01-Module 03-Lesson 04_Portfolio Optimization/08. Exercise cvxpy.html

7.2 kB

Part 01-Module 03-Lesson 04_Portfolio Optimization/09. Exercise cvxpy advanced optimization.html

7.2 kB

Part 01-Module 03-Lesson 04_Portfolio Optimization/10. L4 11 Rebalancing A Portfolio V2-S5SPhBpG3b0.mp4

8.1 MB

Part 01-Module 03-Lesson 04_Portfolio Optimization/10. Rebalancing a Portfolio.html

6.4 kB

Part 01-Module 03-Lesson 04_Portfolio Optimization/11. L4 12 Rebalancing Strategies V2-8u5gBx-fYr8.mp4

9.9 MB

Part 01-Module 03-Lesson 04_Portfolio Optimization/11. Rebalancing Strategies.html

6.7 kB

Part 01-Module 03-Lesson 04_Portfolio Optimization/12. L4 13 Limitations V2-UbbZa7-3iuk.mp4

15 MB

Part 01-Module 03-Lesson 04_Portfolio Optimization/12. Limitations of the Classical Approach.html

6.8 kB

Part 01-Module 03-Lesson 04_Portfolio Optimization/13. L4 14 Recap V1-e3qJYCQfJD0.mp4

1.3 MB

Part 01-Module 03-Lesson 04_Portfolio Optimization/13. Summary.html

6.2 kB

Part 01-Module 03-Lesson 04_Portfolio Optimization/index.html

5.2 kB

Part 01-Module 03-Lesson 04_Portfolio Optimization/img/cvxpy-example.jpeg

56 kB

Part 01-Module 03-Lesson 04_Portfolio Optimization/img/cvxpy-visual.jpeg

41 kB

Part 01-Module 03-Lesson 04_Portfolio Optimization/img/l2-norm.jpeg

51 kB

Part 01-Module 03-Lesson 04_Portfolio Optimization/img/pythagorean-theroem.jpeg

46 kB

Part 01-Module 03-Lesson 04_Portfolio Optimization/img/two-asset-variance.jpeg

56 kB

Part 01-Module 03-Lesson 05_Project 3 Smart Beta and Portfolio Optimization/01. Intro Project 3.html

5.7 kB

Part 01-Module 03-Lesson 05_Project 3 Smart Beta and Portfolio Optimization/01. MV 12 Transition To Project 03 V1-ClzlNlWqMQI.mp4

2.5 MB

Part 01-Module 03-Lesson 05_Project 3 Smart Beta and Portfolio Optimization/02. Project Description.html

6.2 kB

Part 01-Module 03-Lesson 05_Project 3 Smart Beta and Portfolio Optimization/03. Smart Beta and Portfolio Optimization Workspace.html

6.4 kB

Part 01-Module 03-Lesson 05_Project 3 Smart Beta and Portfolio Optimization/index.html

4.7 kB

Part 01-Module 03-Lesson 05_Project 3 Smart Beta and Portfolio Optimization/Project Description - Smart Beta and Portfolio Optimization.html

5.5 kB

Part 01-Module 03-Lesson 05_Project 3 Smart Beta and Portfolio Optimization/Project Rubric - Smart Beta and Portfolio Optimization.html

8.4 kB

Part 01-Module 04-Lesson 01_Factors/01. Intro to the Module.html

6.3 kB

Part 01-Module 04-Lesson 01_Factors/01. M4 L3A 01 Intro To The Factors V2-OqhRUxHf6wo.mp4

7.3 MB

Part 01-Module 04-Lesson 01_Factors/02. Intro to the Lesson.html

6.3 kB

Part 01-Module 04-Lesson 01_Factors/02. M4 L1A 02 Intro V2-W7_llXQ2GhA.mp4

9.7 MB

Part 01-Module 04-Lesson 01_Factors/03. Example of a factor.html

6.4 kB

Part 01-Module 04-Lesson 01_Factors/03. M4 L1A 03 Example Of A Factor V4-MJrwJDjWlAg.mp4

5.6 MB

Part 01-Module 04-Lesson 01_Factors/04. Quiz factor values and weights.html

7.6 kB

Part 01-Module 04-Lesson 01_Factors/05. M4 L1A 04 Standardizing A Factor V5-sLZY2SQ4uME.mp4

5.1 MB

Part 01-Module 04-Lesson 01_Factors/05. Standardizing a factor.html

6.6 kB

Part 01-Module 04-Lesson 01_Factors/06. De-mean part 1.html

7.1 kB

Part 01-Module 04-Lesson 01_Factors/06. M4 L1A 05 Demean Part 1 V3-R3N8bd8U6TM.mp4

5.8 MB

Part 01-Module 04-Lesson 01_Factors/07. De-mean part 2.html

6.6 kB

Part 01-Module 04-Lesson 01_Factors/07. M4 L1A 06 Demean Part 2 V2-aaj1QVsSCIs.mp4

3.2 MB

Part 01-Module 04-Lesson 01_Factors/08. M4 L1A 07 Rescale Part 1 V2-BcsxA0vy3jA.mp4

4.1 MB

Part 01-Module 04-Lesson 01_Factors/08. Rescale part 1.html

6.9 kB

Part 01-Module 04-Lesson 01_Factors/09. M4 L1A 08 Rescale Part 2 V3-8Ix10U6MEug.mp4

4.9 MB

Part 01-Module 04-Lesson 01_Factors/09. Rescale Part 2.html

7.0 kB

Part 01-Module 04-Lesson 01_Factors/10. M4 L1A 09 Overview For Standardizing A Factor V3-0clT0lnrTrU.mp4

1.3 MB

Part 01-Module 04-Lesson 01_Factors/10. Overview for standardizing a factor.html

7.1 kB

Part 01-Module 04-Lesson 01_Factors/11. Quiz dollar neutral and leverage ratio.html

8.5 kB

Part 01-Module 04-Lesson 01_Factors/12. Zipline Pipeline SC V1-DHTwIwVk_sc.mp4

24 MB

Part 01-Module 04-Lesson 01_Factors/12. Zipline Pipeline.html

7.3 kB

Part 01-Module 04-Lesson 01_Factors/13. Zipline Coding Exercises.html

7.0 kB

Part 01-Module 04-Lesson 01_Factors/index.html

5.1 kB

Part 01-Module 04-Lesson 01_Factors/img/screen-shot-2018-10-29-at-5.27.30-pm.png

103 kB

Part 01-Module 04-Lesson 01_Factors/img/screen-shot-2018-10-29-at-5.29.38-pm.png

105 kB

Part 01-Module 04-Lesson 01_Factors/img/screen-shot-2018-10-29-at-5.35.49-pm.png

255 kB

Part 01-Module 04-Lesson 01_Factors/img/screen-shot-2018-10-29-at-5.40.03-pm.png

389 kB

Part 01-Module 04-Lesson 01_Factors/img/screen-shot-2018-10-29-at-11.08.44-pm.png

165 kB

Part 01-Module 04-Lesson 02_Factor Models and Types of Factors/01. Intro to Lesson.html

8.0 kB

Part 01-Module 04-Lesson 02_Factor Models and Types of Factors/01. M4 L1B 01 Intro To Lesson V1-ff0paDNA75U.mp4

1.8 MB

Part 01-Module 04-Lesson 02_Factor Models and Types of Factors/02. M4 L1B 02 What Is A Factor Model V4-K5QKPwU38Do.mp4

7.2 MB

Part 01-Module 04-Lesson 02_Factor Models and Types of Factors/02. What is a Factor Model.html

8.1 kB

Part 01-Module 04-Lesson 02_Factor Models and Types of Factors/03. Factor Returns as Latent Variables.html

8.1 kB

Part 01-Module 04-Lesson 02_Factor Models and Types of Factors/03. M4 L1B 03 Factor Returns As Latent Variables V3-LpHvJq6XTOQ.mp4

7.0 MB

Part 01-Module 04-Lesson 02_Factor Models and Types of Factors/04. Terminology.html

9.0 kB

Part 01-Module 04-Lesson 02_Factor Models and Types of Factors/05. Factor Model Assumptions.html

8.1 kB

Part 01-Module 04-Lesson 02_Factor Models and Types of Factors/05. M4 L1B 04 Factor Model Assumptions V3-qEu3m_3eGWk.mp4

4.5 MB

Part 01-Module 04-Lesson 02_Factor Models and Types of Factors/06. Covariance Matrix Using a Factor Model.html

8.2 kB

Part 01-Module 04-Lesson 02_Factor Models and Types of Factors/06. M4 L1B 05 Covariance Matrix Using Factor Model V3-_qfTLXoifsM.mp4

5.5 MB

Part 01-Module 04-Lesson 02_Factor Models and Types of Factors/07. Factor Models in Quant Finance.html

8.1 kB

Part 01-Module 04-Lesson 02_Factor Models and Types of Factors/07. M4 L1B 06 Factor Models In Quant Finance V2-VeM2SudgZqc.mp4

9.6 MB

Part 01-Module 04-Lesson 02_Factor Models and Types of Factors/08. M4 L1B 07 Risk Factors V Alpha Factors V2-9KUpH1MDC1k.mp4

9.3 MB

Part 01-Module 04-Lesson 02_Factor Models and Types of Factors/08. Risk Factors v. Alpha Factors.html

9.1 kB

Part 01-Module 04-Lesson 02_Factor Models and Types of Factors/09. M4 L1B 08 Risk Factors V Alpha Factors Part 2 V2-AApfsuSpnMY.mp4

4.6 MB

Part 01-Module 04-Lesson 02_Factor Models and Types of Factors/09. Risk Factors v. Alpha Factors part 2.html

9.1 kB

Part 01-Module 04-Lesson 02_Factor Models and Types of Factors/10. M4 L1B 09 Risk Factors V Alpha Factors Part 3 V1-UmdOVhcRCVU.mp4

6.5 MB

Part 01-Module 04-Lesson 02_Factor Models and Types of Factors/10. Risk Factors v. Alpha Factors part 3.html

8.6 kB

Part 01-Module 04-Lesson 02_Factor Models and Types of Factors/11. M4 L1B 10 Risk Factors V Alpha Factors Part 4 V1-3ZE298YwbCM.mp4

6.0 MB

Part 01-Module 04-Lesson 02_Factor Models and Types of Factors/11. Risk Factors v. Alpha Factors part 4.html

8.7 kB

Part 01-Module 04-Lesson 02_Factor Models and Types of Factors/12. How an alpha factor becomes a risk factor part 1.html

8.2 kB

Part 01-Module 04-Lesson 02_Factor Models and Types of Factors/12. M4 L1B 11 How An Alpha Factor Becomes A Risk Factor Part 1 V3-p0cTudt8kXI.mp4

3.3 MB

Part 01-Module 04-Lesson 02_Factor Models and Types of Factors/13. How an alpha factor becomes a risk factor part 2.html

9.3 kB

Part 01-Module 04-Lesson 02_Factor Models and Types of Factors/13. M4 L1B 12 How An Alpha Factor Becomes A Risk Factor Part 2 V1-9waaTtRaU-Y.mp4

5.8 MB

Part 01-Module 04-Lesson 02_Factor Models and Types of Factors/14. M4 L1B 13 Momentum Or Reversal V3-izTAHVF6V_g.mp4

3.0 MB

Part 01-Module 04-Lesson 02_Factor Models and Types of Factors/14. Momentum or Reversal.html

8.1 kB

Part 01-Module 04-Lesson 02_Factor Models and Types of Factors/15. M4 L1B 14 PriceVolume Factors V2-zaG0PDc3wsA.mp4

8.9 MB

Part 01-Module 04-Lesson 02_Factor Models and Types of Factors/15. Price-Volume Factors.html

8.3 kB

Part 01-Module 04-Lesson 02_Factor Models and Types of Factors/16. M4 L1B 15 Volume Factors V1-1dTAV3Irxv4.mp4

8.3 MB

Part 01-Module 04-Lesson 02_Factor Models and Types of Factors/16. Volume Factors.html

8.0 kB

Part 01-Module 04-Lesson 02_Factor Models and Types of Factors/17. Fundamentals.html

8.0 kB

Part 01-Module 04-Lesson 02_Factor Models and Types of Factors/17. M4 L1B 16 Fundamentals V1-rPii5-ry8nc.mp4

3.7 MB

Part 01-Module 04-Lesson 02_Factor Models and Types of Factors/18. Fundamental Ratios.html

8.1 kB

Part 01-Module 04-Lesson 02_Factor Models and Types of Factors/18. M4 L1B 17 Fundamental Ratios V2-Eo-faV9CsP8.mp4

5.4 MB

Part 01-Module 04-Lesson 02_Factor Models and Types of Factors/19. Event-Driven Factors.html

8.1 kB

Part 01-Module 04-Lesson 02_Factor Models and Types of Factors/19. M4 L1B 18 EventDriven Factors V1-2mnwjChH2hg.mp4

3.4 MB

Part 01-Module 04-Lesson 02_Factor Models and Types of Factors/20. Index Changes.html

8.0 kB

Part 01-Module 04-Lesson 02_Factor Models and Types of Factors/20. M4 L1B 19 Index Changes V1-C7QNfPZBXXo.mp4

4.3 MB

Part 01-Module 04-Lesson 02_Factor Models and Types of Factors/21. M4 L1B 20 Pre And Post Event V1-Olz9QZQaBxs.mp4

6.7 MB

Part 01-Module 04-Lesson 02_Factor Models and Types of Factors/21. Pre and Post Event.html

8.1 kB

Part 01-Module 04-Lesson 02_Factor Models and Types of Factors/22. Analyst Ratings.html

8.0 kB

Part 01-Module 04-Lesson 02_Factor Models and Types of Factors/22. M4 L1B 21 Analyst Ratings V1-cHkJo8qBKes.mp4

8.3 MB

Part 01-Module 04-Lesson 02_Factor Models and Types of Factors/23. Alternative Data.html

8.1 kB

Part 01-Module 04-Lesson 02_Factor Models and Types of Factors/23. M4 L1B 22 Alternative Data V1-p6NxGZnkrdc.mp4

2.4 MB

Part 01-Module 04-Lesson 02_Factor Models and Types of Factors/24. M4 L1B 23 Sentiment Analysis On News And Social Media V1-Jph7h2Yl0yg.mp4

6.2 MB

Part 01-Module 04-Lesson 02_Factor Models and Types of Factors/24. Sentiment Analysis on News and Social Media.html

8.2 kB

Part 01-Module 04-Lesson 02_Factor Models and Types of Factors/25. M4 L1B 24 NLP Used To Enhance Fundamental Analysis V1-9zMWuZ9j7rI.mp4

10 MB

Part 01-Module 04-Lesson 02_Factor Models and Types of Factors/25. NLP used to enhance Fundamental Analysis.html

8.8 kB

Part 01-Module 04-Lesson 02_Factor Models and Types of Factors/26. M4 L1B 25 Other Alternative Data V1-hMw3AuPVSSs.mp4

10 MB

Part 01-Module 04-Lesson 02_Factor Models and Types of Factors/26. Other Alternative Data.html

8.9 kB

Part 01-Module 04-Lesson 02_Factor Models and Types of Factors/27. M4 L1B 26 Summary V1-yuLQA24Thms.mp4

1.9 MB

Part 01-Module 04-Lesson 02_Factor Models and Types of Factors/27. Summary.html

7.9 kB

Part 01-Module 04-Lesson 02_Factor Models and Types of Factors/index.html

6.5 kB

Part 01-Module 04-Lesson 03_Risk Factor Models/01. Intro.html

7.3 kB

Part 01-Module 04-Lesson 03_Risk Factor Models/01. M4 L2A 01 Intro V1-DgsD3yL9Yy0.mp4

8.4 MB

Part 01-Module 04-Lesson 03_Risk Factor Models/02. install libraries.html

9.6 kB

Part 01-Module 04-Lesson 03_Risk Factor Models/03. M4 L2A 02 Motivation For Risk Factor Model V2-jAQRjxK8PyQ.mp4

2.8 MB

Part 01-Module 04-Lesson 03_Risk Factor Models/03. Motivation for Risk Factor Models.html

7.7 kB

Part 01-Module 04-Lesson 03_Risk Factor Models/04. Historical Variance Exercise.html

7.9 kB

Part 01-Module 04-Lesson 03_Risk Factor Models/05. Factor Model of Asset Return.html

7.8 kB

Part 01-Module 04-Lesson 03_Risk Factor Models/05. M4 L2A 03 Factor Model Of Asset Return V2-7UnllxDmLj8.mp4

3.4 MB

Part 01-Module 04-Lesson 03_Risk Factor Models/06. Factor Model of Asset Return Exercise.html

7.9 kB

Part 01-Module 04-Lesson 03_Risk Factor Models/07. Factor Model of Portfolio Return.html

7.8 kB

Part 01-Module 04-Lesson 03_Risk Factor Models/07. M4 L2A 04 Factor Model Of Portfolio Return V3-HEoPljS1wD0.mp4

3.6 MB

Part 01-Module 04-Lesson 03_Risk Factor Models/08. M4 L2A 05 Covariance Matrix Of Factors V3-llA1A0vjSuI.mp4

2.7 MB

Part 01-Module 04-Lesson 03_Risk Factor Models/08. Preview of Portfolio Variance Formula.html

7.7 kB

Part 01-Module 04-Lesson 03_Risk Factor Models/09. Factor Model of Portfolio Return Exercise.html

7.9 kB

Part 01-Module 04-Lesson 03_Risk Factor Models/10. M4 L2A 06 Variance Of One Stock V3-rxaABg4wVZo.mp4

3.4 MB

Part 01-Module 04-Lesson 03_Risk Factor Models/10. Variance of one stock.html

7.7 kB

Part 01-Module 04-Lesson 03_Risk Factor Models/11. M4 L2A 07 Taking Constants Out Of Variance And Covariance Optional V3-M9R9870m_o0.mp4

2.0 MB

Part 01-Module 04-Lesson 03_Risk Factor Models/11. Taking constants out of Variance and Covariance (optional).html

8.6 kB

Part 01-Module 04-Lesson 03_Risk Factor Models/12. M4 L2A 08 Variance Of 2 Stocks Part 1 V3-PlPusmuR20k.mp4

4.2 MB

Part 01-Module 04-Lesson 03_Risk Factor Models/12. Variance of 2 stocks part 1.html

7.9 kB

Part 01-Module 04-Lesson 03_Risk Factor Models/13. M4 L2A 09 Variance Of 2 Stocks Part 2 V4-tSMutw0f6OE.mp4

2.2 MB

Part 01-Module 04-Lesson 03_Risk Factor Models/13. Variance of 2 stocks part 2.html

7.8 kB

Part 01-Module 04-Lesson 03_Risk Factor Models/14. Covariance Matrix of Assets Exercise.html

7.9 kB

Part 01-Module 04-Lesson 03_Risk Factor Models/15. M4 L2A 10 Portfolio Variance Using Factor Model V4-V06aCZUvgbo.mp4

5.4 MB

Part 01-Module 04-Lesson 03_Risk Factor Models/15. Portfolio Variance using Factor Model.html

9.7 kB

Part 01-Module 04-Lesson 03_Risk Factor Models/16. Portfolio Variance Exercise.html

7.9 kB

Part 01-Module 04-Lesson 03_Risk Factor Models/17. M4 L2A 11 Types Of Risk Models V1-SHj2VzJggAE.mp4

3.3 MB

Part 01-Module 04-Lesson 03_Risk Factor Models/17. Types of Risk Models.html

7.4 kB

Part 01-Module 04-Lesson 03_Risk Factor Models/18. Interlude.html

7.0 kB

Part 01-Module 04-Lesson 03_Risk Factor Models/18. MV When You Dont Believe In Yourself 1 V1-rjCr-Z7UhZE.mp4

11 MB

Part 01-Module 04-Lesson 03_Risk Factor Models/index.html

5.8 kB

Part 01-Module 04-Lesson 03_Risk Factor Models/img/m4l2a-01-image-v1.png

157 kB

Part 01-Module 04-Lesson 03_Risk Factor Models/img/screen-shot-2018-10-29-at-2.28.21-pm.png

141 kB

Part 01-Module 04-Lesson 03_Risk Factor Models/img/screen-shot-2018-10-29-at-2.30.49-pm.png

75 kB

Part 01-Module 04-Lesson 03_Risk Factor Models/img/screen-shot-2018-10-29-at-2.34.00-pm.png

52 kB

Part 01-Module 04-Lesson 03_Risk Factor Models/img/screen-shot-2018-10-29-at-2.34.18-pm.png

82 kB

Part 01-Module 04-Lesson 03_Risk Factor Models/img/screen-shot-2018-10-29-at-2.42.15-pm.png

146 kB

Part 01-Module 04-Lesson 03_Risk Factor Models/img/screen-shot-2018-10-29-at-2.47.08-pm.png

127 kB

Part 01-Module 04-Lesson 03_Risk Factor Models/img/screen-shot-2018-10-29-at-2.48.16-pm.png

158 kB

Part 01-Module 04-Lesson 03_Risk Factor Models/img/screen-shot-2018-10-29-at-2.48.34-pm.png

100 kB

Part 01-Module 04-Lesson 03_Risk Factor Models/img/screen-shot-2018-10-29-at-2.51.35-pm.png

158 kB

Part 01-Module 04-Lesson 03_Risk Factor Models/img/screen-shot-2018-10-29-at-2.59.42-pm.png

192 kB

Part 01-Module 04-Lesson 03_Risk Factor Models/img/screen-shot-2018-10-29-at-3.04.01-pm.png

218 kB

Part 01-Module 04-Lesson 04_Time Series and Cross Sectional Risk Models/01. M4 L2A 12 Time Series Risk Model Factor Variance V2-hjVBXeZmA0w.mp4

3.2 MB

Part 01-Module 04-Lesson 04_Time Series and Cross Sectional Risk Models/01. Time Series Model Factor Variance.html

7.6 kB

Part 01-Module 04-Lesson 04_Time Series and Cross Sectional Risk Models/02. M4 L2A 13 Time Series Risk Model Factor Exposure V4-WPBSMptBrfw.mp4

2.2 MB

Part 01-Module 04-Lesson 04_Time Series and Cross Sectional Risk Models/02. Time Series Model Factor Exposure.html

7.5 kB

Part 01-Module 04-Lesson 04_Time Series and Cross Sectional Risk Models/03. M4 L2A 14 Time Series Risk Model Specific Variance V2-I0uJLfh_OgQ.mp4

2.3 MB

Part 01-Module 04-Lesson 04_Time Series and Cross Sectional Risk Models/03. Time Series Model specific variance.html

7.3 kB

Part 01-Module 04-Lesson 04_Time Series and Cross Sectional Risk Models/04. M4 L2A 15 Time Series Risk Model V2-Lz3RMLmov8o.mp4

1.4 MB

Part 01-Module 04-Lesson 04_Time Series and Cross Sectional Risk Models/04. Time Series Risk Model.html

6.7 kB

Part 01-Module 04-Lesson 04_Time Series and Cross Sectional Risk Models/05. M4 L2A 16 Fama French Size Factor V2-94a2ugitC_E.mp4

3.7 MB

Part 01-Module 04-Lesson 04_Time Series and Cross Sectional Risk Models/05. Size.html

7.2 kB

Part 01-Module 04-Lesson 04_Time Series and Cross Sectional Risk Models/06. M4 L2A 17 Fama French Size Factor V3-FXZuHsn0bx4.mp4

3.7 MB

Part 01-Module 04-Lesson 04_Time Series and Cross Sectional Risk Models/06. SMB.html

7.7 kB

Part 01-Module 04-Lesson 04_Time Series and Cross Sectional Risk Models/07. M4 L2A 18 Fama French Value Factor V4-IcbsQ4QRGbs.mp4

2.9 MB

Part 01-Module 04-Lesson 04_Time Series and Cross Sectional Risk Models/07. Value (HML).html

6.7 kB

Part 01-Module 04-Lesson 04_Time Series and Cross Sectional Risk Models/08. Fama French SMB and HML.html

7.4 kB

Part 01-Module 04-Lesson 04_Time Series and Cross Sectional Risk Models/08. M4 L2A 19 Fama French SMB And HML V2-fnncnimScFc.mp4

2.9 MB

Part 01-Module 04-Lesson 04_Time Series and Cross Sectional Risk Models/09. Fama French Risk Model.html

8.3 kB

Part 01-Module 04-Lesson 04_Time Series and Cross Sectional Risk Models/09. M4 L2A 20 Fama French Risk Model V3-tepvGkpNKrI.mp4

4.0 MB

Part 01-Module 04-Lesson 04_Time Series and Cross Sectional Risk Models/10. Cross Sectional Model.html

7.4 kB

Part 01-Module 04-Lesson 04_Time Series and Cross Sectional Risk Models/10. M4 L2A 21 Cross Sectional Risk Model V3-mpnRAt8qUus.mp4

2.9 MB

Part 01-Module 04-Lesson 04_Time Series and Cross Sectional Risk Models/11. A different approach.html

6.7 kB

Part 01-Module 04-Lesson 04_Time Series and Cross Sectional Risk Models/11. M4 L2A 22 Cross Sectional Risk Model A Different Approach V2-LauZ7h4bgKE.mp4

1.8 MB

Part 01-Module 04-Lesson 04_Time Series and Cross Sectional Risk Models/12. Categorical Factors.html

7.4 kB

Part 01-Module 04-Lesson 04_Time Series and Cross Sectional Risk Models/12. M4 L2A 23 Categorical Factors V2-F76juAxHVIk.mp4

3.0 MB

Part 01-Module 04-Lesson 04_Time Series and Cross Sectional Risk Models/13. Categorical Variable Estimation.html

7.5 kB

Part 01-Module 04-Lesson 04_Time Series and Cross Sectional Risk Models/13. M4 L2A 24 Categorical Variable Estimation V4-50hvTluqz3U.mp4

4.1 MB

Part 01-Module 04-Lesson 04_Time Series and Cross Sectional Risk Models/14. Cross Section Specific Variance.html

7.4 kB

Part 01-Module 04-Lesson 04_Time Series and Cross Sectional Risk Models/14. M4 L2A 25 Specific Variance V2-JwA9g3NBglE.mp4

2.2 MB

Part 01-Module 04-Lesson 04_Time Series and Cross Sectional Risk Models/15. Fundamental Factors.html

7.1 kB

Part 01-Module 04-Lesson 04_Time Series and Cross Sectional Risk Models/15. M4 L2A 26 Fundamental Factors V2-fndhL2Tolac.mp4

3.4 MB

Part 01-Module 04-Lesson 04_Time Series and Cross Sectional Risk Models/16. M4 L2A 27 Summary V1-rdqINNkTlqs.mp4

3.5 MB

Part 01-Module 04-Lesson 04_Time Series and Cross Sectional Risk Models/16. Summary.html

6.5 kB

Part 01-Module 04-Lesson 04_Time Series and Cross Sectional Risk Models/index.html

5.4 kB

Part 01-Module 04-Lesson 04_Time Series and Cross Sectional Risk Models/img/screen-shot-2018-10-29-at-3.23.22-pm.png

100 kB

Part 01-Module 04-Lesson 04_Time Series and Cross Sectional Risk Models/img/screen-shot-2018-10-29-at-3.28.20-pm.png

65 kB

Part 01-Module 04-Lesson 04_Time Series and Cross Sectional Risk Models/img/screen-shot-2018-10-29-at-3.36.06-pm.png

120 kB

Part 01-Module 04-Lesson 04_Time Series and Cross Sectional Risk Models/img/screen-shot-2018-10-29-at-3.55.55-pm.png

94 kB

Part 01-Module 04-Lesson 04_Time Series and Cross Sectional Risk Models/img/screen-shot-2018-10-29-at-4.03.59-pm.png

125 kB

Part 01-Module 04-Lesson 04_Time Series and Cross Sectional Risk Models/img/screen-shot-2018-10-29-at-4.09.18-pm.png

48 kB

Part 01-Module 04-Lesson 04_Time Series and Cross Sectional Risk Models/img/screen-shot-2018-10-29-at-4.11.07-pm.png

67 kB

Part 01-Module 04-Lesson 04_Time Series and Cross Sectional Risk Models/img/screen-shot-2018-10-29-at-4.12.27-pm.png

83 kB

Part 01-Module 04-Lesson 04_Time Series and Cross Sectional Risk Models/img/screen-shot-2018-10-29-at-4.20.49-pm.png

106 kB

Part 01-Module 04-Lesson 04_Time Series and Cross Sectional Risk Models/img/screen-shot-2018-10-29-at-4.27.07-pm.png

125 kB

Part 01-Module 04-Lesson 04_Time Series and Cross Sectional Risk Models/img/screen-shot-2018-10-29-at-4.34.30-pm.png

71 kB

Part 01-Module 04-Lesson 04_Time Series and Cross Sectional Risk Models/img/screen-shot-2018-10-29-at-4.37.50-pm.png

105 kB

Part 01-Module 04-Lesson 05_Risk Factor Models with PCA/01. M4 L2b 01 PCA Statistical Risk Model V1-lDxqJ0JYUzs.mp4

3.5 MB

Part 01-Module 04-Lesson 05_Risk Factor Models with PCA/01. Statistical Risk Model.html

7.0 kB

Part 01-Module 04-Lesson 05_Risk Factor Models with PCA/02. M4 L2b 02 Vector Two Ways V3-mlw6FnCUloU.mp4

2.2 MB

Part 01-Module 04-Lesson 05_Risk Factor Models with PCA/02. Vectors Two Ways.html

6.9 kB

Part 01-Module 04-Lesson 05_Risk Factor Models with PCA/03. Refresh Linear Algebra.html

7.3 kB

Part 01-Module 04-Lesson 05_Risk Factor Models with PCA/04. Bases as Languages.html

7.0 kB

Part 01-Module 04-Lesson 05_Risk Factor Models with PCA/04. M4 L2b 04 Bases As Languages V3-yEL0-AE3mjo.mp4

4.4 MB

Part 01-Module 04-Lesson 05_Risk Factor Models with PCA/05. M4 L2b 05 Translating Between Bases V4-lrE4VOJ2RCA.mp4

2.6 MB

Part 01-Module 04-Lesson 05_Risk Factor Models with PCA/05. Translating Between Bases.html

7.0 kB

Part 01-Module 04-Lesson 05_Risk Factor Models with PCA/06. M4 L2b 06 The Core Idea V3-0KwLkaKHAvg.mp4

5.0 MB

Part 01-Module 04-Lesson 05_Risk Factor Models with PCA/06. The Core Idea.html

6.9 kB

Part 01-Module 04-Lesson 05_Risk Factor Models with PCA/07. PCA Exercise.html

7.7 kB

Part 01-Module 04-Lesson 05_Risk Factor Models with PCA/08. M4 L2b 08 Writing It Down Pt 1 V3-NyDNFqm8c_s.mp4

3.4 MB

Part 01-Module 04-Lesson 05_Risk Factor Models with PCA/08. Writing it Down Part 1.html

7.0 kB

Part 01-Module 04-Lesson 05_Risk Factor Models with PCA/09. M4 L2b 09 Writing It Down Pt 2 V2-TSH3hTAHsIg.mp4

2.7 MB

Part 01-Module 04-Lesson 05_Risk Factor Models with PCA/09. Writing it Down Part 2.html

7.0 kB

Part 01-Module 04-Lesson 05_Risk Factor Models with PCA/10. M4 L2b 10 Writing It Down Pt 3 V3-kSl0j4QIMIU.mp4

2.7 MB

Part 01-Module 04-Lesson 05_Risk Factor Models with PCA/10. Writing it Down Part 3.html

7.0 kB

Part 01-Module 04-Lesson 05_Risk Factor Models with PCA/11. M4 L2b 11 Writing It Down Pt 4 V3-7XO-syqIpCE.mp4

1.9 MB

Part 01-Module 04-Lesson 05_Risk Factor Models with PCA/11. Writing it Down Part 4.html

7.0 kB

Part 01-Module 04-Lesson 05_Risk Factor Models with PCA/12. M4 L2b 13 Principal Components V3-XtecKk58CLs.mp4

2.0 MB

Part 01-Module 04-Lesson 05_Risk Factor Models with PCA/12. The Principal Components.html

7.0 kB

Part 01-Module 04-Lesson 05_Risk Factor Models with PCA/13. Explained Variance.html

7.3 kB

Part 01-Module 04-Lesson 05_Risk Factor Models with PCA/13. M4 L2b 14 Explained Variance V3-OdHeReNUqoQ.mp4

6.7 MB

Part 01-Module 04-Lesson 05_Risk Factor Models with PCA/14. PCA Toy Problem SC V1-uyl44T12yU8.mp4

16 MB

Part 01-Module 04-Lesson 05_Risk Factor Models with PCA/14. PCA Toy Problem.html

7.9 kB

Part 01-Module 04-Lesson 05_Risk Factor Models with PCA/15. PCA Coding Exercise.html

7.7 kB

Part 01-Module 04-Lesson 05_Risk Factor Models with PCA/16. M4 L2b 15 PCA As A Factor Model Pt 1 V3-4E3C5E-MmkI.mp4

4.1 MB

Part 01-Module 04-Lesson 05_Risk Factor Models with PCA/16. PCA as a Factor Model.html

7.0 kB

Part 01-Module 04-Lesson 05_Risk Factor Models with PCA/17. M4 L2b 16 PCA As A Factor Model Pt 2 V3-lcd-muqX5og.mp4

3.2 MB

Part 01-Module 04-Lesson 05_Risk Factor Models with PCA/17. PCA as a Factor Model Part 2.html

7.4 kB

Part 01-Module 04-Lesson 05_Risk Factor Models with PCA/18. PCA as a Factor Model Coding Exercise.html

7.7 kB

Part 01-Module 04-Lesson 05_Risk Factor Models with PCA/19. M4 L2b 19 Outro V1-nfVnAkndJCY.mp4

1.2 MB

Part 01-Module 04-Lesson 05_Risk Factor Models with PCA/19. Outro.html

6.8 kB

Part 01-Module 04-Lesson 05_Risk Factor Models with PCA/index.html

5.6 kB

Part 01-Module 04-Lesson 06_Alpha Factors/01. Intro Efficient Market hypothesis and Arbitrage opportunities.html

12 kB

Part 01-Module 04-Lesson 06_Alpha Factors/01. M4 L3a 01 Intro Efficient Market Hypothesis And Arbitrage Opportunities V3--YpXAt7zuh8.mp4

7.9 MB

Part 01-Module 04-Lesson 06_Alpha Factors/02. install libraries.html

14 kB

Part 01-Module 04-Lesson 06_Alpha Factors/03. Alpha Factors versus Risk Factor Modeling.html

12 kB

Part 01-Module 04-Lesson 06_Alpha Factors/03. M4 L3a 02 Alpha Factors Versus Risk Factor Modeling V2-qsahBvhVTkk.mp4

4.4 MB

Part 01-Module 04-Lesson 06_Alpha Factors/04. Definition of key words.html

12 kB

Part 01-Module 04-Lesson 06_Alpha Factors/04. M4 L3a 03 Definition Of Key Words V4-zySdIQTPTGo.mp4

5.9 MB

Part 01-Module 04-Lesson 06_Alpha Factors/05. M4 L3a 04 Researching Alphas From Academic Papers V4-te0UTxemLBE.mp4

9.3 MB

Part 01-Module 04-Lesson 06_Alpha Factors/05. Researching Alphas from Academic Papers.html

12 kB

Part 01-Module 04-Lesson 06_Alpha Factors/06. Controlling for Risk within an Alpha Factor Part 1.html

12 kB

Part 01-Module 04-Lesson 06_Alpha Factors/06. M4 L3a 051 Controlling For Risk Within An Alpha Factor Part 1 V3-raeVfAbBXnA.mp4

5.6 MB

Part 01-Module 04-Lesson 06_Alpha Factors/07. Controlling for Risk within an Alpha Factor Part 2.html

12 kB

Part 01-Module 04-Lesson 06_Alpha Factors/07. M4 L3a 052 Controlling For Risk Within An Alpha Factor Part 2 V2-Ks8HiHcflPs.mp4

5.5 MB

Part 01-Module 04-Lesson 06_Alpha Factors/08. Sector Neutral Exercise.html

12 kB

Part 01-Module 04-Lesson 06_Alpha Factors/09. M4 L3a 06 Ranking Part 1 V4-4j2hIB7WHY4.mp4

7.7 MB

Part 01-Module 04-Lesson 06_Alpha Factors/09. Ranking Part 1.html

11 kB

Part 01-Module 04-Lesson 06_Alpha Factors/10. M4 L3a 07 Ranking Part 2 V2-uwPUV5LBhWY.mp4

3.1 MB

Part 01-Module 04-Lesson 06_Alpha Factors/10. Ranking Part 2.html

12 kB

Part 01-Module 04-Lesson 06_Alpha Factors/11. Ranking in Zipline.html

16 kB

Part 01-Module 04-Lesson 06_Alpha Factors/12. Ranking exercise.html

12 kB

Part 01-Module 04-Lesson 06_Alpha Factors/13. M4 L3a 08 Z Score V3-6_cKCoLa92o.mp4

6.4 MB

Part 01-Module 04-Lesson 06_Alpha Factors/13. Z score.html

11 kB

Part 01-Module 04-Lesson 06_Alpha Factors/14. z-score quiz.html

12 kB

Part 01-Module 04-Lesson 06_Alpha Factors/15. z-score exercise.html

12 kB

Part 01-Module 04-Lesson 06_Alpha Factors/16. M4 L3a 09 Smoothing V2-mAfrjpZOf7Q.mp4

3.3 MB

Part 01-Module 04-Lesson 06_Alpha Factors/16. Smoothing.html

11 kB

Part 01-Module 04-Lesson 06_Alpha Factors/17. Smoothing Quiz 1.html

13 kB

Part 01-Module 04-Lesson 06_Alpha Factors/18. Smoothing Exercise.html

12 kB

Part 01-Module 04-Lesson 06_Alpha Factors/19. Factor Returns.html

12 kB

Part 01-Module 04-Lesson 06_Alpha Factors/19. M4 L3a 10 Factor Returns V5-enyeTpyCS-o.mp4

6.0 MB

Part 01-Module 04-Lesson 06_Alpha Factors/20. Factor returns quiz.html

14 kB

Part 01-Module 04-Lesson 06_Alpha Factors/21. get_clean_factor_and_forward_returns.html

13 kB

Part 01-Module 04-Lesson 06_Alpha Factors/22. Factor and forward returns exercise.html

12 kB

Part 01-Module 04-Lesson 06_Alpha Factors/23. M4 L3a 11 Universe Construction Rule V3-Cr0-k7gUSNg.mp4

4.3 MB

Part 01-Module 04-Lesson 06_Alpha Factors/23. Universe construction rule.html

12 kB

Part 01-Module 04-Lesson 06_Alpha Factors/24. M4 L3a 12 Return Denominator Leverage And Factor Returns V3-QxHrP5LoXAI.mp4

8.4 MB

Part 01-Module 04-Lesson 06_Alpha Factors/24. Return Denominator, Leverage, and Factor Returns.html

12 kB

Part 01-Module 04-Lesson 06_Alpha Factors/25. Making dollar neutral and leverage ratio equal to one.html

13 kB

Part 01-Module 04-Lesson 06_Alpha Factors/26. Factor returns coding exercise.html

12 kB

Part 01-Module 04-Lesson 06_Alpha Factors/27. M4 L3a 13 Sharpe Ratio V4-W8nfg1fkloA.mp4

3.3 MB

Part 01-Module 04-Lesson 06_Alpha Factors/27. Sharpe Ratio.html

12 kB

Part 01-Module 04-Lesson 06_Alpha Factors/28. Sharpe Ratio Coding Exercise.html

12 kB

Part 01-Module 04-Lesson 06_Alpha Factors/29. Halfway There!.html

12 kB

Part 01-Module 04-Lesson 06_Alpha Factors/30. M4 L3A 141 Ranked Information Coefficient Part 1 V4-_huNulOIuB0.mp4

7.6 MB

Part 01-Module 04-Lesson 06_Alpha Factors/30. Ranked Information Coefficient (Rank IC) Part 1.html

12 kB

Part 01-Module 04-Lesson 06_Alpha Factors/31. M4 L3A 142 Ranked Information Coefficient Part 2 V5-WKGmog0Nzgo.mp4

5.9 MB

Part 01-Module 04-Lesson 06_Alpha Factors/31. Ranked Information Coefficient (Rank IC) Part 2.html

12 kB

Part 01-Module 04-Lesson 06_Alpha Factors/32. Quiz factor_information_coefficient.html

12 kB

Part 01-Module 04-Lesson 06_Alpha Factors/33. Rank IC coding exercise.html

12 kB

Part 01-Module 04-Lesson 06_Alpha Factors/34. M4 L3a 151 The Fundamental Law Of Active Management Part 1 V4-iCW_vqvrTlw.mp4

9.5 MB

Part 01-Module 04-Lesson 06_Alpha Factors/34. The Fundamental Law of Active Management Part 1.html

12 kB

Part 01-Module 04-Lesson 06_Alpha Factors/35. M4 L3a 152 The Fundamental Law Of Active Management Part 2 V7-CMc4ujA8Ahs.mp4

5.6 MB

Part 01-Module 04-Lesson 06_Alpha Factors/35. The Fundamental Law of Active Management Part 2.html

13 kB

Part 01-Module 04-Lesson 06_Alpha Factors/36. M4 L3a 161 Real World Constraints Liquidity V3-eu0YZRMu_3w.mp4

5.8 MB

Part 01-Module 04-Lesson 06_Alpha Factors/36. Real World Constraints Liquidity.html

12 kB

Part 01-Module 04-Lesson 06_Alpha Factors/37. M4 L3a 162 Real World Constraints Transaction Costs V2-HAif7xSh8z0.mp4

4.1 MB

Part 01-Module 04-Lesson 06_Alpha Factors/37. Real World Constraints Transaction Costs.html

12 kB

Part 01-Module 04-Lesson 06_Alpha Factors/38. M4 L3a 171 Turnover As Proxy For Real World Constraints V2-6xo8sZjoSVk.mp4

4.1 MB

Part 01-Module 04-Lesson 06_Alpha Factors/38. Turnover as a Proxy for Real World Constraints.html

12 kB

Part 01-Module 04-Lesson 06_Alpha Factors/39. Factor Rank Autocorrelation (Turnover).html

12 kB

Part 01-Module 04-Lesson 06_Alpha Factors/39. M4 L3a 172 Factor Rank Autocorrelation Turnover V2-QBvbMiVW100.mp4

8.0 MB

Part 01-Module 04-Lesson 06_Alpha Factors/40. Turnover Exercise.html

12 kB

Part 01-Module 04-Lesson 06_Alpha Factors/41. M4 L3a 181 Quantile Analysis Part 1 V2-oT5GFbg0G8g.mp4

4.0 MB

Part 01-Module 04-Lesson 06_Alpha Factors/41. Quantile Analysis Part 1.html

12 kB

Part 01-Module 04-Lesson 06_Alpha Factors/42. M4 L3a 182 Quantile Analysis Part 2 V3-NF18kx0sfBE.mp4

2.8 MB

Part 01-Module 04-Lesson 06_Alpha Factors/42. Quantile Analysis Part 2.html

12 kB

Part 01-Module 04-Lesson 06_Alpha Factors/43. mean returns by quantile quiz.html

13 kB

Part 01-Module 04-Lesson 06_Alpha Factors/44. Quantile analysis exercise.html

12 kB

Part 01-Module 04-Lesson 06_Alpha Factors/45. M4 L3a 19 Quantiles Academic Research Vs Practitioners V2-AwL7cV2VyhM.mp4

4.3 MB

Part 01-Module 04-Lesson 06_Alpha Factors/45. Quantiles Academic Research vs. Practitioners.html

12 kB

Part 01-Module 04-Lesson 06_Alpha Factors/46. M4 L3a 20 Transfer Coefficient V3-4rZ0MWQzlIs.mp4

8.0 MB

Part 01-Module 04-Lesson 06_Alpha Factors/46. Transfer Coefficient.html

12 kB

Part 01-Module 04-Lesson 06_Alpha Factors/47. Transfer Coefficient Coding Exercise.html

12 kB

Part 01-Module 04-Lesson 06_Alpha Factors/48. It’s all Relative.html

12 kB

Part 01-Module 04-Lesson 06_Alpha Factors/48. M4 L3a 21 Its All Relative V2-VBcOrT7TuFA.mp4

3.3 MB

Part 01-Module 04-Lesson 06_Alpha Factors/49. Conditional Factors.html

12 kB

Part 01-Module 04-Lesson 06_Alpha Factors/49. M4 L3a 22 Conditional Factors V2-2J1aUwGq6tc.mp4

8.3 MB

Part 01-Module 04-Lesson 06_Alpha Factors/50. M4 L3a 23 Summary V3-FZYqdaqoiZk.mp4

9.4 MB

Part 01-Module 04-Lesson 06_Alpha Factors/50. Summary.html

11 kB

Part 01-Module 04-Lesson 06_Alpha Factors/51. Interlude Reading Academic Research Papers, Part 1.html

12 kB

Part 01-Module 04-Lesson 06_Alpha Factors/51. M4 L3a 25 Interlude Pt 1 V2-SMQwc5kwSr0.mp4

6.2 MB

Part 01-Module 04-Lesson 06_Alpha Factors/52. Interlude Reading Academic Research Papers, Part 2.html

12 kB

Part 01-Module 04-Lesson 06_Alpha Factors/52. M4 L3a 26 Interlude Pt 2 V2-1a60RPqhO8k.mp4

9.2 MB

Part 01-Module 04-Lesson 06_Alpha Factors/53. Interlude Reading Academic Research Papers, Part 3.html

11 kB

Part 01-Module 04-Lesson 06_Alpha Factors/53. M4 L3a 27 Interlude Pt 3 V2-v6cLkoJhujU.mp4

9.3 MB

Part 01-Module 04-Lesson 06_Alpha Factors/index.html

9.2 kB

Part 01-Module 04-Lesson 07_Alpha Factor Research Methods/01. Case Studies Intro.html

9.6 kB

Part 01-Module 04-Lesson 07_Alpha Factor Research Methods/01. M4 L3b 01 Case Studies Intro V3-oWWrWbzDi2k.mp4

4.4 MB

Part 01-Module 04-Lesson 07_Alpha Factor Research Methods/02. install libraries.html

11 kB

Part 01-Module 04-Lesson 07_Alpha Factor Research Methods/03. M4 L3b 02 Overnight Returns Abstract V2-q5xidwa5W8w.mp4

4.5 MB

Part 01-Module 04-Lesson 07_Alpha Factor Research Methods/03. Overnight Returns Abstract.html

11 kB

Part 01-Module 04-Lesson 07_Alpha Factor Research Methods/04. M4 L3b 03 Overnight Returns Possible Alpha Factors V2-QBCDr9q2rLo.mp4

4.9 MB

Part 01-Module 04-Lesson 07_Alpha Factor Research Methods/04. Overnight Returns Possible Alpha Factors.html

8.8 kB

Part 01-Module 04-Lesson 07_Alpha Factor Research Methods/05. M4 L3b 04 Overnight Returns Data Universe Methods V2-Y_lBDa1hRco.mp4

8.5 MB

Part 01-Module 04-Lesson 07_Alpha Factor Research Methods/05. Overnight Returns Data, Universe, Methods.html

8.8 kB

Part 01-Module 04-Lesson 07_Alpha Factor Research Methods/06. M4 L3b 05 Overnight Returns Methods Quantile Analysis V3-4Js3mghq2mU.mp4

4.5 MB

Part 01-Module 04-Lesson 07_Alpha Factor Research Methods/06. Overnight Returns Methods Quantile Analysis.html

8.8 kB

Part 01-Module 04-Lesson 07_Alpha Factor Research Methods/07. Overnight Returns exercise.html

9.4 kB

Part 01-Module 04-Lesson 07_Alpha Factor Research Methods/08. M4 L3b 06 Winners And Losers In Momentum Investing V2-84ygzbLENbE.mp4

1.9 MB

Part 01-Module 04-Lesson 07_Alpha Factor Research Methods/08. Winners and Losers in Momentum Investing.html

11 kB

Part 01-Module 04-Lesson 07_Alpha Factor Research Methods/09. M4 L3b 07 Winners And Losers Accelerated And Decelerated Gains And Losses V2-cdSdKl4uxVM.mp4

4.4 MB

Part 01-Module 04-Lesson 07_Alpha Factor Research Methods/09. Winners and Losers Accelerated and Decelerated Gains and Losses.html

8.9 kB

Part 01-Module 04-Lesson 07_Alpha Factor Research Methods/10. M4 L3b 08 Winners And Losers Approximating Curves With Polynomials V4-Nw6v2EeECt0.mp4

5.2 MB

Part 01-Module 04-Lesson 07_Alpha Factor Research Methods/10. Winners and Losers approximating curves with polynomials.html

8.9 kB

Part 01-Module 04-Lesson 07_Alpha Factor Research Methods/11. Winners and Losers Content Quiz.html

10 kB

Part 01-Module 04-Lesson 07_Alpha Factor Research Methods/12. M4 L3b 09 Winners And Losers Creating A Joint Factor V3-xmW05ii8Vxs.mp4

8.7 MB

Part 01-Module 04-Lesson 07_Alpha Factor Research Methods/12. Winners and Losers Creating a joint factor.html

8.8 kB

Part 01-Module 04-Lesson 07_Alpha Factor Research Methods/13. Winners and Losers in Momentum Exercise.html

9.5 kB

Part 01-Module 04-Lesson 07_Alpha Factor Research Methods/14. M4 L3b 10 Skewness And Momentum Attentional Bias V3-3ZkFRBUmSQ0.mp4

8.8 MB

Part 01-Module 04-Lesson 07_Alpha Factor Research Methods/14. Skewness and Momentum Attentional Bias.html

11 kB

Part 01-Module 04-Lesson 07_Alpha Factor Research Methods/15. M4 L3b 11 Skewness And Momentum Defining Skew V2-6PgqIpmJBJ8.mp4

5.5 MB

Part 01-Module 04-Lesson 07_Alpha Factor Research Methods/15. Skewness and Momentum Defining Skew.html

8.8 kB

Part 01-Module 04-Lesson 07_Alpha Factor Research Methods/16. M4 L3b 12 Skewness And Momentum Momentum Enhances Or Weakened By Skew V2-S73J_h8DHsE.mp4

7.3 MB

Part 01-Module 04-Lesson 07_Alpha Factor Research Methods/16. Skewness and Momentum Momentum Enhanced or weakened by Skew.html

8.9 kB

Part 01-Module 04-Lesson 07_Alpha Factor Research Methods/17. M4 L3b 13 Skewness And Momentum Conditional Factor V2-cMLTVZFKEm0.mp4

2.5 MB

Part 01-Module 04-Lesson 07_Alpha Factor Research Methods/17. Skewness and Momentum Conditional Factor.html

8.8 kB

Part 01-Module 04-Lesson 07_Alpha Factor Research Methods/18. iVol Value and Idiosyncratic volatility Overview.html

12 kB

Part 01-Module 04-Lesson 07_Alpha Factor Research Methods/18. M4 L3b 14 IVol Value And Idiosyncratic Volatility Overview V2-h7vamh2FPMs.mp4

3.8 MB

Part 01-Module 04-Lesson 07_Alpha Factor Research Methods/19. iVol Arbitrage and Efficient Pricing of Stocks.html

8.8 kB

Part 01-Module 04-Lesson 07_Alpha Factor Research Methods/19. M4 L3b 15 IVol Arbitrage And Efficient Pricing Of Stocks V3-7Fqe5DP6iG8.mp4

2.7 MB

Part 01-Module 04-Lesson 07_Alpha Factor Research Methods/20. iVol Arbitrage Risk.html

8.7 kB

Part 01-Module 04-Lesson 07_Alpha Factor Research Methods/20. M4 L3b 16 IVol Arbitrage Risk V3-rKtJ3iAYYns.mp4

2.8 MB

Part 01-Module 04-Lesson 07_Alpha Factor Research Methods/21. iVol Idiosyncratic Volatility.html

8.7 kB

Part 01-Module 04-Lesson 07_Alpha Factor Research Methods/21. M4 L3b 17 IVol Idiosyncratic Volatility V2-B8hOR4G9CJk.mp4

5.8 MB

Part 01-Module 04-Lesson 07_Alpha Factor Research Methods/22. iVol Value, Fundamental or Discretionary Investing.html

8.8 kB

Part 01-Module 04-Lesson 07_Alpha Factor Research Methods/22. M4 L3b 18 IVol Value Fundamental Or Discretionary Investing V2-sKAE5Z8e7IM.mp4

9.0 MB

Part 01-Module 04-Lesson 07_Alpha Factor Research Methods/23. iVOL Quantamental Investing.html

8.7 kB

Part 01-Module 04-Lesson 07_Alpha Factor Research Methods/23. M4 L3b 19 IVol Quantamental Investing V2-K6Ud6gams-U.mp4

4.4 MB

Part 01-Module 04-Lesson 07_Alpha Factor Research Methods/24. iVol Joint Factor Volatility Enhanced Price Earnings Ratio.html

8.9 kB

Part 01-Module 04-Lesson 07_Alpha Factor Research Methods/24. M4 L3b 20 IVol Volatility Enhanced Price Earnings Ratio V2-x-1nqTEPGcA.mp4

6.2 MB

Part 01-Module 04-Lesson 07_Alpha Factor Research Methods/25. iVol Generalizing the volatility Factor.html

8.8 kB

Part 01-Module 04-Lesson 07_Alpha Factor Research Methods/25. M4 L3b 21 IVol Generalizing The Volatility Factor V2-Lt1JPjKHPmk.mp4

2.3 MB

Part 01-Module 04-Lesson 07_Alpha Factor Research Methods/26. M4 L3b 22 Summary V2-Tq8yVPEHxXs.mp4

2.7 MB

Part 01-Module 04-Lesson 07_Alpha Factor Research Methods/26. Summary.html

8.6 kB

Part 01-Module 04-Lesson 07_Alpha Factor Research Methods/27. Interlude.html

8.5 kB

Part 01-Module 04-Lesson 07_Alpha Factor Research Methods/27. MV When Those Around You Dont Believe In You V1--vKspTOIXY0.mp4

3.0 MB

Part 01-Module 04-Lesson 07_Alpha Factor Research Methods/index.html

7.1 kB

Part 01-Module 04-Lesson 08_Advanced Portfolio Optimization/01. Intro.html

6.8 kB

Part 01-Module 04-Lesson 08_Advanced Portfolio Optimization/01. M4 L4 01 Intro V1-9NzZFszX2E4.mp4

1.9 MB

Part 01-Module 04-Lesson 08_Advanced Portfolio Optimization/02. M4 L4 02 Setting Up The Problem Alphas V5-6GeyU-thC4U.mp4

4.5 MB

Part 01-Module 04-Lesson 08_Advanced Portfolio Optimization/02. Setting Up the Problem Alphas.html

7.0 kB

Part 01-Module 04-Lesson 08_Advanced Portfolio Optimization/03. M4 L4 03 Setting Up The Problem Risk V4-2vcULOlXTzc.mp4

5.5 MB

Part 01-Module 04-Lesson 08_Advanced Portfolio Optimization/03. Setting Up the Problem Risk.html

6.9 kB

Part 01-Module 04-Lesson 08_Advanced Portfolio Optimization/04. M4 L4 04 Regularization V4-fq-CanyDHuw.mp4

3.9 MB

Part 01-Module 04-Lesson 08_Advanced Portfolio Optimization/04. Regularization.html

6.9 kB

Part 01-Module 04-Lesson 08_Advanced Portfolio Optimization/05. M4 L4 06 Standard Constraints V4-OPBKsNQPr6I.mp4

4.1 MB

Part 01-Module 04-Lesson 08_Advanced Portfolio Optimization/05. Standard Constraints.html

6.9 kB

Part 01-Module 04-Lesson 08_Advanced Portfolio Optimization/06. Leverage Constraint.html

6.9 kB

Part 01-Module 04-Lesson 08_Advanced Portfolio Optimization/06. M4 L4 07 Leverage Constraint V5-zJ9gon4rFQc.mp4

5.2 MB

Part 01-Module 04-Lesson 08_Advanced Portfolio Optimization/07. Factor Exposure and Position Constraints.html

7.0 kB

Part 01-Module 04-Lesson 08_Advanced Portfolio Optimization/07. M4 L4 08 Factor Exposure And Position Constraints V3-wMY4zI5zLSM.mp4

3.8 MB

Part 01-Module 04-Lesson 08_Advanced Portfolio Optimization/08. Advanced Optimization Exercise.html

7.7 kB

Part 01-Module 04-Lesson 08_Advanced Portfolio Optimization/09. Alternative Ways of Setting Up the Problem.html

11 kB

Part 01-Module 04-Lesson 08_Advanced Portfolio Optimization/10. Estimation Error.html

6.9 kB

Part 01-Module 04-Lesson 08_Advanced Portfolio Optimization/10. M4 L4 10 Estimation Error V4-WdrMIRhScN0.mp4

7.4 MB

Part 01-Module 04-Lesson 08_Advanced Portfolio Optimization/11. Infeasible Problems.html

6.9 kB

Part 01-Module 04-Lesson 08_Advanced Portfolio Optimization/11. M4 L4 12 Infeasible Problems V4-ljg25Rj511Q.mp4

5.6 MB

Part 01-Module 04-Lesson 08_Advanced Portfolio Optimization/12. M4 L4 14 Transaction Costs V3-yxwqTvbJhhc.mp4

3.9 MB

Part 01-Module 04-Lesson 08_Advanced Portfolio Optimization/12. Transaction Costs.html

6.9 kB

Part 01-Module 04-Lesson 08_Advanced Portfolio Optimization/13. Will the Portfolios Be Different.html

8.1 kB

Part 01-Module 04-Lesson 08_Advanced Portfolio Optimization/14. M4 L4 17 Path Dependency 1 V3-ok9rKYRtZLE.mp4

7.8 MB

Part 01-Module 04-Lesson 08_Advanced Portfolio Optimization/14. Path Dependency.html

6.9 kB

Part 01-Module 04-Lesson 08_Advanced Portfolio Optimization/15. M4 L4 19 What Is Optimization Doing To OUr Alphas V3-6Yqb91Xahvg.mp4

5.2 MB

Part 01-Module 04-Lesson 08_Advanced Portfolio Optimization/15. What Is Optimization Doing to Our Alphas.html

7.0 kB

Part 01-Module 04-Lesson 08_Advanced Portfolio Optimization/16. M4 L4 20 Outro V1-c3J8t6q2BGo.mp4

2.9 MB

Part 01-Module 04-Lesson 08_Advanced Portfolio Optimization/16. Outro.html

6.8 kB

Part 01-Module 04-Lesson 08_Advanced Portfolio Optimization/17. Interlude.html

6.9 kB

Part 01-Module 04-Lesson 08_Advanced Portfolio Optimization/17. MV 12 Embrace The Struggle V2-SGcgOm5kiKU.mp4

9.8 MB

Part 01-Module 04-Lesson 08_Advanced Portfolio Optimization/18. Feedback.html

7.4 kB

Part 01-Module 04-Lesson 08_Advanced Portfolio Optimization/index.html

5.5 kB

Part 01-Module 04-Lesson 09_Project 4 Alpha Research and Factor Modeling/01. Intro.html

5.6 kB

Part 01-Module 04-Lesson 09_Project 4 Alpha Research and Factor Modeling/01. M4 01 Intro To Project 4 V1-7goOG7CdUjU.mp4

4.1 MB

Part 01-Module 04-Lesson 09_Project 4 Alpha Research and Factor Modeling/02. Project Description.html

6.0 kB

Part 01-Module 04-Lesson 09_Project 4 Alpha Research and Factor Modeling/03. Project 4 Workspace.html

6.4 kB

Part 01-Module 04-Lesson 09_Project 4 Alpha Research and Factor Modeling/04. M4 03 Coming In Term II V1-2jF5J8MIdqc.mp4

3.1 MB

Part 01-Module 04-Lesson 09_Project 4 Alpha Research and Factor Modeling/04. Outro What's next.html

5.5 kB

Part 01-Module 04-Lesson 09_Project 4 Alpha Research and Factor Modeling/index.html

4.6 kB

Part 01-Module 04-Lesson 09_Project 4 Alpha Research and Factor Modeling/Project Description - Multi-factor Model.html

5.4 kB

Part 01-Module 04-Lesson 09_Project 4 Alpha Research and Factor Modeling/Project Rubric - Multi-factor Model.html

10 kB

Part 02-Module 01-Lesson 01_Welcome To Term II/01. AITND TII 01 Recap Of Term 1 V1-uhIvBfhcyLM.mp4

5.8 MB

Part 02-Module 01-Lesson 01_Welcome To Term II/01. Welcome!.html

5.5 kB

Part 02-Module 01-Lesson 01_Welcome To Term II/02. AITND TII 02 Overview Of Term 2 V1-dVz-lVGvadY.mp4

3.6 MB

Part 02-Module 01-Lesson 01_Welcome To Term II/02. Overview of Term II.html

5.5 kB

Part 02-Module 01-Lesson 01_Welcome To Term II/03. Your Instructors.html

14 kB

Part 02-Module 01-Lesson 01_Welcome To Term II/04. Interview with Gordon Ritter.html

5.9 kB

Part 02-Module 01-Lesson 01_Welcome To Term II/04. NewsRoom Liz V2-Os881EhJv68.mp4

23 MB

Part 02-Module 01-Lesson 01_Welcome To Term II/05. AITND Term II Interview W Justin V2 V2-JOkwa1brNX8.mp4

18 MB

Part 02-Module 01-Lesson 01_Welcome To Term II/05. Interview with Justin Sheetz.html

5.8 kB

Part 02-Module 01-Lesson 01_Welcome To Term II/index.html

4.4 kB

Part 02-Module 01-Lesson 01_Welcome To Term II/img/arpan-100x1002x.png

57 kB

Part 02-Module 01-Lesson 01_Welcome To Term II/img/brok-bucholtz-thumbnail.jpg

13 kB

Part 02-Module 01-Lesson 01_Welcome To Term II/img/cezanne-camacho.jpg

9.2 kB

Part 02-Module 01-Lesson 01_Welcome To Term II/img/eddy-100x1002x.png

70 kB

Part 02-Module 01-Lesson 01_Welcome To Term II/img/jonathan-100x1002x.png

64 kB

Part 02-Module 01-Lesson 01_Welcome To Term II/img/juan-delgado-1.jpg

8.3 kB

Part 02-Module 01-Lesson 01_Welcome To Term II/img/justin-100x1002x.png

72 kB

Part 02-Module 01-Lesson 01_Welcome To Term II/img/liz-100x1002x.png

68 kB

Part 02-Module 01-Lesson 01_Welcome To Term II/img/luis-serrano.jpg

8.9 kB

Part 02-Module 01-Lesson 01_Welcome To Term II/img/mat-leonard.jpg

7.8 kB

Part 02-Module 01-Lesson 01_Welcome To Term II/img/parnian-barekatain.jpg

210 kB

Part 02-Module 01-Lesson 01_Welcome To Term II/img/ritter-gordon.jpg

12 kB

Part 02-Module 01-Lesson 02_Intro to Natural Language Processing/01. NLP Overview.html

6.0 kB

Part 02-Module 01-Lesson 02_Intro to Natural Language Processing/01. Welcome to NLP-g-AlFF61p0I.mp4

3.1 MB

Part 02-Module 01-Lesson 02_Intro to Natural Language Processing/02. Structured Languages-NsmqUIHlk6U.mp4

3.7 MB

Part 02-Module 01-Lesson 02_Intro to Natural Language Processing/02. Structured Languages.html

9.0 kB

Part 02-Module 01-Lesson 02_Intro to Natural Language Processing/03. Grammar-Jw3dA7xmoQ4.mp4

1.5 MB

Part 02-Module 01-Lesson 02_Intro to Natural Language Processing/03. Grammar.html

7.8 kB

Part 02-Module 01-Lesson 02_Intro to Natural Language Processing/04. Unstructured Text-OmwSdaec5vU.mp4

3.3 MB

Part 02-Module 01-Lesson 02_Intro to Natural Language Processing/04. Unstructured Text.html

8.3 kB

Part 02-Module 01-Lesson 02_Intro to Natural Language Processing/05. Counting Words.html

9.8 kB

Part 02-Module 01-Lesson 02_Intro to Natural Language Processing/06. Context Is Everything.html

6.5 kB

Part 02-Module 01-Lesson 02_Intro to Natural Language Processing/06. Context-J-4pfu2w1C0.mp4

4.0 MB

Part 02-Module 01-Lesson 02_Intro to Natural Language Processing/07. Natural Language Processing-UQBxJzoCp-I.mp4

2.0 MB

Part 02-Module 01-Lesson 02_Intro to Natural Language Processing/07. NLP and Pipelines.html

6.0 kB

Part 02-Module 01-Lesson 02_Intro to Natural Language Processing/08. How NLP Pipelines Work.html

6.0 kB

Part 02-Module 01-Lesson 02_Intro to Natural Language Processing/08. NLP M1-L1 01 NLP Pipeline-vJx6oKlu_MM.mp4

1.1 MB

Part 02-Module 01-Lesson 02_Intro to Natural Language Processing/09. Text Processing-pqheVyctkNQ.mp4

2.6 MB

Part 02-Module 01-Lesson 02_Intro to Natural Language Processing/09. Text Processing.html

6.3 kB

Part 02-Module 01-Lesson 02_Intro to Natural Language Processing/10. Feature Extraction-UgENzCmfFWE.mp4

3.5 MB

Part 02-Module 01-Lesson 02_Intro to Natural Language Processing/10. Feature Extraction.html

6.3 kB

Part 02-Module 01-Lesson 02_Intro to Natural Language Processing/11. Modeling-P4w_2rkxBvE.mp4

1.3 MB

Part 02-Module 01-Lesson 02_Intro to Natural Language Processing/11. Modeling.html

5.8 kB

Part 02-Module 01-Lesson 02_Intro to Natural Language Processing/index.html

4.9 kB

Part 02-Module 01-Lesson 03_Text Processing/01. Text Processing-6LO6I5M18PQ.mp4

1.6 MB

Part 02-Module 01-Lesson 03_Text Processing/01. Text Processing.html

6.2 kB

Part 02-Module 01-Lesson 03_Text Processing/02. Coding Examples.html

6.8 kB

Part 02-Module 01-Lesson 03_Text Processing/03. Capturing Text Data-Z4mnMN1ApG4.mp4

2.4 MB

Part 02-Module 01-Lesson 03_Text Processing/03. Capturing Text Data.html

7.0 kB

Part 02-Module 01-Lesson 03_Text Processing/04. Normalization-eOV2UUY8vtM.mp4

3.2 MB

Part 02-Module 01-Lesson 03_Text Processing/04. Normalization.html

6.9 kB

Part 02-Module 01-Lesson 03_Text Processing/05. Tokenization-4Ieotbeh4u8.mp4

3.3 MB

Part 02-Module 01-Lesson 03_Text Processing/05. Tokenization.html

6.5 kB

Part 02-Module 01-Lesson 03_Text Processing/06. Cleaning-qawXp9DPV6I.mp4

15 MB

Part 02-Module 01-Lesson 03_Text Processing/06. Cleaning.html

6.7 kB

Part 02-Module 01-Lesson 03_Text Processing/07. Stop Word Removal-WAU_Ij0GJbw.mp4

2.1 MB

Part 02-Module 01-Lesson 03_Text Processing/07. Stop Word Removal.html

6.2 kB

Part 02-Module 01-Lesson 03_Text Processing/08. Part-of-Speech Tagging-WFEu8bXI5OA.mp4

2.2 MB

Part 02-Module 01-Lesson 03_Text Processing/08. Part-of-Speech Tagging.html

6.8 kB

Part 02-Module 01-Lesson 03_Text Processing/09. Named Entity Recognition-QUQu2nsE7vE.mp4

1.2 MB

Part 02-Module 01-Lesson 03_Text Processing/09. Named Entity Recognition.html

6.3 kB

Part 02-Module 01-Lesson 03_Text Processing/10. Stemming And Lemmatization-7Gjf81u5hmw.mp4

5.0 MB

Part 02-Module 01-Lesson 03_Text Processing/10. Stemming and Lemmatization.html

6.3 kB

Part 02-Module 01-Lesson 03_Text Processing/11. Exercise Process Tweets.html

7.0 kB

Part 02-Module 01-Lesson 03_Text Processing/12. Text Processing Coding Examples.html

7.0 kB

Part 02-Module 01-Lesson 03_Text Processing/13. Summary-zKYEvRd2XmI.mp4

924 kB

Part 02-Module 01-Lesson 03_Text Processing/13. Summary.html

6.1 kB

Part 02-Module 01-Lesson 03_Text Processing/index.html

5.0 kB

Part 02-Module 01-Lesson 04_Feature Extraction/01. Feature Extraction-Bd6TJB8eVLQ.mp4

1.8 MB

Part 02-Module 01-Lesson 04_Feature Extraction/01. Feature Extraction.html

5.8 kB

Part 02-Module 01-Lesson 04_Feature Extraction/02. Bag Of Words-A7M1z8yLl0w.mp4

4.0 MB

Part 02-Module 01-Lesson 04_Feature Extraction/02. Bag of Words.html

5.8 kB

Part 02-Module 01-Lesson 04_Feature Extraction/03. TF-IDF-XZBiBIRcACE.mp4

2.0 MB

Part 02-Module 01-Lesson 04_Feature Extraction/03. TF-IDF.html

5.8 kB

Part 02-Module 01-Lesson 04_Feature Extraction/04. One-Hot Encoding-a0j1CDXFYZI.mp4

1.0 MB

Part 02-Module 01-Lesson 04_Feature Extraction/04. One-Hot Encoding.html

5.8 kB

Part 02-Module 01-Lesson 04_Feature Extraction/05. Word Embeddings-4mM_S9L2_JQ.mp4

1.1 MB

Part 02-Module 01-Lesson 04_Feature Extraction/05. Word Embeddings.html

5.8 kB

Part 02-Module 01-Lesson 04_Feature Extraction/06. Word2Vec-7jjappzGRe0.mp4

3.1 MB

Part 02-Module 01-Lesson 04_Feature Extraction/06. Word2Vec.html

5.8 kB

Part 02-Module 01-Lesson 04_Feature Extraction/07. GloVe-KK3PMIiIn8o.mp4

4.0 MB

Part 02-Module 01-Lesson 04_Feature Extraction/07. GloVe.html

5.8 kB

Part 02-Module 01-Lesson 04_Feature Extraction/08. Embeddings For Deep Learning-gj8u1KG0H2w.mp4

4.8 MB

Part 02-Module 01-Lesson 04_Feature Extraction/08. Embeddings for Deep Learning.html

5.9 kB

Part 02-Module 01-Lesson 04_Feature Extraction/09. T-SNE-xxcK8oZ6_WE.mp4

3.3 MB

Part 02-Module 01-Lesson 04_Feature Extraction/09. t-SNE.html

5.7 kB

Part 02-Module 01-Lesson 04_Feature Extraction/10. NLP Summary-B9ul8fsQYOA.mp4

1.0 MB

Part 02-Module 01-Lesson 04_Feature Extraction/10. Summary.html

5.7 kB

Part 02-Module 01-Lesson 04_Feature Extraction/index.html

4.7 kB

Part 02-Module 01-Lesson 05_Financial Statements/01. AIT M5L4A 01 Intro V1-BS4n9rRYGtw.mp4

2.2 MB

Part 02-Module 01-Lesson 05_Financial Statements/01. Introduction.html

7.6 kB

Part 02-Module 01-Lesson 05_Financial Statements/02. AIT M5L4A 02 Financial Statement V6-XYff0ROHzWo.mp4

7.5 MB

Part 02-Module 01-Lesson 05_Financial Statements/02. Financial Statements.html

7.6 kB

Part 02-Module 01-Lesson 05_Financial Statements/03. 10-K Walkthrough.html

7.6 kB

Part 02-Module 01-Lesson 05_Financial Statements/03. M5 SC 15 10Ks Walkthrough V1-0ytyZ4LVG6s.mp4

17 MB

Part 02-Module 01-Lesson 05_Financial Statements/04. Quiz 10-Ks and EDGAR.html

10 kB

Part 02-Module 01-Lesson 05_Financial Statements/05. AIT M5L4B 01 Introduction To Regex V4-WCXDD_n1ZuA.mp4

7.2 MB

Part 02-Module 01-Lesson 05_Financial Statements/05. Introduction to Regexes.html

7.6 kB

Part 02-Module 01-Lesson 05_Financial Statements/06. M5 SC 1 Raw Strings V1-WhL1VbulThY.mp4

5.2 MB

Part 02-Module 01-Lesson 05_Financial Statements/06. Raw Strings.html

8.5 kB

Part 02-Module 01-Lesson 05_Financial Statements/07. Finding Words .html

8.5 kB

Part 02-Module 01-Lesson 05_Financial Statements/07. M5 SC 2 Finding Words V1-wTOh9B6aHGk.mp4

8.9 MB

Part 02-Module 01-Lesson 05_Financial Statements/08. Finding MetaCharacters.html

8.6 kB

Part 02-Module 01-Lesson 05_Financial Statements/08. M5 SC 3 Finding Metacharacters V1-RiSVD9E823Q.mp4

2.9 MB

Part 02-Module 01-Lesson 05_Financial Statements/09. M5 SC 4 Searching For Simple Patte V1-7RAHoJ34gXI.mp4

10 MB

Part 02-Module 01-Lesson 05_Financial Statements/09. Searching For Simple Patterns.html

8.6 kB

Part 02-Module 01-Lesson 05_Financial Statements/10. M5 SC 5 Word Boundaries V1-3dWIHULqKog.mp4

11 MB

Part 02-Module 01-Lesson 05_Financial Statements/10. Word Boundaries.html

8.6 kB

Part 02-Module 01-Lesson 05_Financial Statements/11. M5 SC 6 Metacharacters Part 1 V1-Jay3euM62NQ.mp4

6.0 MB

Part 02-Module 01-Lesson 05_Financial Statements/11. Simple MetaCharacters.html

8.6 kB

Part 02-Module 01-Lesson 05_Financial Statements/12. Character Sets.html

8.5 kB

Part 02-Module 01-Lesson 05_Financial Statements/12. M5 SC 7 Metacharacters Part 2 V1-KK1xo8GDfvE.mp4

18 MB

Part 02-Module 01-Lesson 05_Financial Statements/13. Groups.html

8.5 kB

Part 02-Module 01-Lesson 05_Financial Statements/13. M5 SC 8 Metacharacters Part 3 V1-nDlxRlDUNHk.mp4

14 MB

Part 02-Module 01-Lesson 05_Financial Statements/14. M5 SC 9 Substitutions And Flags V1-9pxTGOlkLEY.mp4

14 MB

Part 02-Module 01-Lesson 05_Financial Statements/14. Substitutions and Flags.html

8.6 kB

Part 02-Module 01-Lesson 05_Financial Statements/15. Applying Regexes to 10-Ks.html

8.4 kB

Part 02-Module 01-Lesson 05_Financial Statements/16. AIT M5L4B 06 Introduction To Beautifulsoup V3-k8e-kB3qBng.mp4

5.5 MB

Part 02-Module 01-Lesson 05_Financial Statements/16. Introduction to BeautifulSoup.html

7.7 kB

Part 02-Module 01-Lesson 05_Financial Statements/17. Parsers.html

9.4 kB

Part 02-Module 01-Lesson 05_Financial Statements/18. HTML Structure.html

7.6 kB

Part 02-Module 01-Lesson 05_Financial Statements/18. M5 SC 16 HTML Structure V1-R3QLtHxedXw.mp4

12 MB

Part 02-Module 01-Lesson 05_Financial Statements/19. M5 SC 10 Parsing An HTML File V1-Ybl4fI92cYE.mp4

3.0 MB

Part 02-Module 01-Lesson 05_Financial Statements/19. Parsing an HTML File.html

8.6 kB

Part 02-Module 01-Lesson 05_Financial Statements/20. M5 SC 11 Navigating The Parse Tree V1-NzOB9Vyy0l4.mp4

8.3 MB

Part 02-Module 01-Lesson 05_Financial Statements/20. Navigating The Parse Tree.html

8.6 kB

Part 02-Module 01-Lesson 05_Financial Statements/21. M5 SC 12 Searching The Parse Tree Part 1 V1-RyJuvYTF3Ms.mp4

9.2 MB

Part 02-Module 01-Lesson 05_Financial Statements/21. Searching The Parse Tree.html

8.6 kB

Part 02-Module 01-Lesson 05_Financial Statements/22. M5 SC 13 Searching The Parse Tree Part 2 V1-WS_bkGCk7qk.mp4

5.9 MB

Part 02-Module 01-Lesson 05_Financial Statements/22. Searching by Class and Regexes.html

8.6 kB

Part 02-Module 01-Lesson 05_Financial Statements/23. Children Tags.html

8.6 kB

Part 02-Module 01-Lesson 05_Financial Statements/23. M5 SC 14 Searching The Parse Tree Part 3 V1-PR--1dLqcTM.mp4

9.7 MB

Part 02-Module 01-Lesson 05_Financial Statements/24. Exercise Get Headers and Paragraphs.html

8.4 kB

Part 02-Module 01-Lesson 05_Financial Statements/25. The Requests Library.html

8.3 kB

Part 02-Module 01-Lesson 05_Financial Statements/26. AIT M5L4B 99 Summary V1-NgIufQFEHps.mp4

738 kB

Part 02-Module 01-Lesson 05_Financial Statements/26. Summary.html

7.4 kB

Part 02-Module 01-Lesson 05_Financial Statements/index.html

6.0 kB

Part 02-Module 01-Lesson 06_Basic NLP Analysis/01. AIT M5L5 01 Introduction V2-94CP-oy5KKI.mp4

2.2 MB

Part 02-Module 01-Lesson 06_Basic NLP Analysis/01. Introduction.html

5.9 kB

Part 02-Module 01-Lesson 06_Basic NLP Analysis/02. AIT M5L5 02 Readability V2-pcB63lIgiQg.mp4

6.3 MB

Part 02-Module 01-Lesson 06_Basic NLP Analysis/02. Readability.html

5.9 kB

Part 02-Module 01-Lesson 06_Basic NLP Analysis/03. Exercise Readability.html

6.6 kB

Part 02-Module 01-Lesson 06_Basic NLP Analysis/04. AIT M5L5 04 BagofWords V3-8t2bf9kAVHE.mp4

4.1 MB

Part 02-Module 01-Lesson 06_Basic NLP Analysis/04. Bag-of-Words.html

5.9 kB

Part 02-Module 01-Lesson 06_Basic NLP Analysis/05. AIT M5L5 06 World Lists Searches V2-RutjcGh74Mw.mp4

2.9 MB

Part 02-Module 01-Lesson 06_Basic NLP Analysis/05. Sentiments from Wordlists.html

6.5 kB

Part 02-Module 01-Lesson 06_Basic NLP Analysis/06. AIT M5L5 05 Frequency Reweighting V2-X-Cf2Uj7tH4.mp4

8.9 MB

Part 02-Module 01-Lesson 06_Basic NLP Analysis/06. Frequency Reweighting (TF-IDF).html

5.9 kB

Part 02-Module 01-Lesson 06_Basic NLP Analysis/07. AIT M5L5 08 Similarity Analysis V3-LNro_9JOIrY.mp4

5.6 MB

Part 02-Module 01-Lesson 06_Basic NLP Analysis/07. Similarity Metrics.html

5.9 kB

Part 02-Module 01-Lesson 06_Basic NLP Analysis/08. Exercise Bag of Words and Document Vector.html

6.7 kB

Part 02-Module 01-Lesson 06_Basic NLP Analysis/09. AIT M5L5 99 Summary V1-ThLOv6gDyHI.mp4

1.0 MB

Part 02-Module 01-Lesson 06_Basic NLP Analysis/09. Summary.html

5.7 kB

Part 02-Module 01-Lesson 06_Basic NLP Analysis/index.html

4.7 kB

Part 02-Module 01-Lesson 07_Project 5 NLP on Financial Statements/01. Intro Term II V2-jSK9Pr7wFQo.mp4

5.1 MB

Part 02-Module 01-Lesson 07_Project 5 NLP on Financial Statements/01. Introduction to Project 5.html

5.6 kB

Part 02-Module 01-Lesson 07_Project 5 NLP on Financial Statements/02. Project Description.html

5.7 kB

Part 02-Module 01-Lesson 07_Project 5 NLP on Financial Statements/03. Project 5 Workspace.html

6.2 kB

Part 02-Module 01-Lesson 07_Project 5 NLP on Financial Statements/index.html

4.6 kB

Part 02-Module 01-Lesson 07_Project 5 NLP on Financial Statements/Project Description - NLP on Financial Statements.html

5.4 kB

Part 02-Module 01-Lesson 07_Project 5 NLP on Financial Statements/Project Rubric - NLP on Financial Statements.html

7.9 kB

Part 02-Module 02-Lesson 01_Introduction to Neural Networks/01. Instructor.html

9.2 kB

Part 02-Module 02-Lesson 01_Introduction to Neural Networks/02. Introduction-tn-CrUTkCUc.mp4

5.1 MB

Part 02-Module 02-Lesson 01_Introduction to Neural Networks/02. Introduction.html

8.8 kB

Part 02-Module 02-Lesson 01_Introduction to Neural Networks/03. Classification Problems 1.html

10 kB

Part 02-Module 02-Lesson 01_Introduction to Neural Networks/03. Exemplo de classificação-Dh625piH7Z0.mp4

2.1 MB

Part 02-Module 02-Lesson 01_Introduction to Neural Networks/04. Classification Problems 2.html

8.8 kB

Part 02-Module 02-Lesson 01_Introduction to Neural Networks/04. 分类问题 2 -46PywnGa_cQ.mp4

2.0 MB

Part 02-Module 02-Lesson 01_Introduction to Neural Networks/05. Linear Boundaries-X-uMlsBi07k.mp4

4.5 MB

Part 02-Module 02-Lesson 01_Introduction to Neural Networks/05. Linear Boundaries.html

9.5 kB

Part 02-Module 02-Lesson 01_Introduction to Neural Networks/06. 09 Higher Dimensions-eBHunImDmWw.mp4

2.8 MB

Part 02-Module 02-Lesson 01_Introduction to Neural Networks/06. Higher Dimensions.html

10 kB

Part 02-Module 02-Lesson 01_Introduction to Neural Networks/07. DL 06 Perceptron Definition Fix V2-hImSxZyRiOw.mp4

5.7 MB

Part 02-Module 02-Lesson 01_Introduction to Neural Networks/07. Perceptrons.html

9.9 kB

Part 02-Module 02-Lesson 01_Introduction to Neural Networks/08. Why Neural Networks.html

8.8 kB

Part 02-Module 02-Lesson 01_Introduction to Neural Networks/08. 为何是神经网络-zAkzOZntK6Y.mp4

1.0 MB

Part 02-Module 02-Lesson 01_Introduction to Neural Networks/09. DL 08 AND And OR Perceptrons-Y-ImuxNpS40.mp4

3.0 MB

Part 02-Module 02-Lesson 01_Introduction to Neural Networks/09. DL 09 XOR Perceptron--z9K49fdE3g.mp4

625 kB

Part 02-Module 02-Lesson 01_Introduction to Neural Networks/09. Perceptrons as Logical Operators.html

20 kB

Part 02-Module 02-Lesson 01_Introduction to Neural Networks/10. 07 Perceptron Algorithm Trick-lif_qPmXvWA.mp4

3.6 MB

Part 02-Module 02-Lesson 01_Introduction to Neural Networks/10. DL 10 S Perceptron Algorithm-fATmrG2hQzI.mp4

277 kB

Part 02-Module 02-Lesson 01_Introduction to Neural Networks/10. Perceptron Algorithm--zhTROHtscQ.mp4

1.9 MB

Part 02-Module 02-Lesson 01_Introduction to Neural Networks/10. Perceptron Trick.html

12 kB

Part 02-Module 02-Lesson 01_Introduction to Neural Networks/11. Perceptron Algorithm Pseudocode-p8Q3yu9YqYk.mp4

3.0 MB

Part 02-Module 02-Lesson 01_Introduction to Neural Networks/11. Perceptron Algorithm.html

17 kB

Part 02-Module 02-Lesson 01_Introduction to Neural Networks/12. Non-Linear Regions-B8UrWnHh1Wc.mp4

1.5 MB

Part 02-Module 02-Lesson 01_Introduction to Neural Networks/12. Non-Linear Regions.html

8.8 kB

Part 02-Module 02-Lesson 01_Introduction to Neural Networks/13. Error Functions-YfUUunxWIJw.mp4

1.5 MB

Part 02-Module 02-Lesson 01_Introduction to Neural Networks/13. Error Functions.html

8.8 kB

Part 02-Module 02-Lesson 01_Introduction to Neural Networks/14. Error Functions-jfKShxGAbok.mp4

7.7 MB

Part 02-Module 02-Lesson 01_Introduction to Neural Networks/14. Log-loss Error Function.html

10 kB

Part 02-Module 02-Lesson 01_Introduction to Neural Networks/15. Discrete vs Continuous-rdP-RPDFkl0.mp4

970 kB

Part 02-Module 02-Lesson 01_Introduction to Neural Networks/15. Discrete vs Continuous.html

11 kB

Part 02-Module 02-Lesson 01_Introduction to Neural Networks/15. Discrete vs. Continuous-Rm2KxFaPiJg.mp4

6.1 MB

Part 02-Module 02-Lesson 01_Introduction to Neural Networks/16. DL 18 Q Softmax V2-RC_A9Tu99y4.mp4

4.0 MB

Part 02-Module 02-Lesson 01_Introduction to Neural Networks/16. DL 18 S Softmax-n8S-v_LCTms.mp4

2.0 MB

Part 02-Module 02-Lesson 01_Introduction to Neural Networks/16. Quiz - Softmax-NNoezNnAMTY.mp4

791 kB

Part 02-Module 02-Lesson 01_Introduction to Neural Networks/16. Softmax.html

12 kB

Part 02-Module 02-Lesson 01_Introduction to Neural Networks/17. One-Hot Encoding-AePvjhyvsBo.mp4

1.7 MB

Part 02-Module 02-Lesson 01_Introduction to Neural Networks/17. One-Hot Encoding.html

8.8 kB

Part 02-Module 02-Lesson 01_Introduction to Neural Networks/18. Maximum Likelihood 1-1yJx-QtlvNI.mp4

2.7 MB

Part 02-Module 02-Lesson 01_Introduction to Neural Networks/18. Maximum Likelihood 2-6nUUeQ9AeUA.mp4

3.9 MB

Part 02-Module 02-Lesson 01_Introduction to Neural Networks/18. Maximum Likelihood.html

11 kB

Part 02-Module 02-Lesson 01_Introduction to Neural Networks/19. Maximizing Probabilities.html

10 kB

Part 02-Module 02-Lesson 01_Introduction to Neural Networks/19. Quiz - Cross 1--xxrisIvD0E.mp4

1.5 MB

Part 02-Module 02-Lesson 01_Introduction to Neural Networks/19. Quiz Cross Entropy-njq6bYrPqSU.mp4

1.9 MB

Part 02-Module 02-Lesson 01_Introduction to Neural Networks/20. Cross Entropy 1-iREoPUrpXvE.mp4

4.7 MB

Part 02-Module 02-Lesson 01_Introduction to Neural Networks/20. Cross-Entropy 1.html

9.0 kB

Part 02-Module 02-Lesson 01_Introduction to Neural Networks/21. Cross-Entropy 2.html

11 kB

Part 02-Module 02-Lesson 01_Introduction to Neural Networks/21. CrossEntropy V1-1BnhC6e0TFw.mp4

7.0 MB

Part 02-Module 02-Lesson 01_Introduction to Neural Networks/21. Formula For Cross 1-qvr_ego_d6w.mp4

1003 kB

Part 02-Module 02-Lesson 01_Introduction to Neural Networks/22. DL 27 Multi-Class Cross Entropy 2 Fix-keDswcqkees.mp4

4.2 MB

Part 02-Module 02-Lesson 01_Introduction to Neural Networks/22. Multi-Class Cross Entropy.html

9.9 kB

Part 02-Module 02-Lesson 01_Introduction to Neural Networks/23. DL 29 Logistic Regression-Minimizing The Error Function-KayqiYijlzc.mp4

1.7 MB

Part 02-Module 02-Lesson 01_Introduction to Neural Networks/23. Error Function-V5kkHldUlVU.mp4

5.3 MB

Part 02-Module 02-Lesson 01_Introduction to Neural Networks/23. Logistic Regression.html

10 kB

Part 02-Module 02-Lesson 01_Introduction to Neural Networks/24. Gradient Descent-rhVIF-nigrY.mp4

4.3 MB

Part 02-Module 02-Lesson 01_Introduction to Neural Networks/24. Gradient Descent.html

17 kB

Part 02-Module 02-Lesson 01_Introduction to Neural Networks/25. Gradient Descent Algorithm-snxmBgi_GeU.mp4

2.1 MB

Part 02-Module 02-Lesson 01_Introduction to Neural Networks/25. Logistic Regression Algorithm.html

8.8 kB

Part 02-Module 02-Lesson 01_Introduction to Neural Networks/26. Pre-Notebook Gradient Descent.html

11 kB

Part 02-Module 02-Lesson 01_Introduction to Neural Networks/27. Notebook Gradient Descent.html

9.6 kB

Part 02-Module 02-Lesson 01_Introduction to Neural Networks/28. Gradient Descent Vs Perceptron Algorithm-uL5LuRPivTA.mp4

3.4 MB

Part 02-Module 02-Lesson 01_Introduction to Neural Networks/28. Perceptron vs Gradient Descent.html

9.1 kB

Part 02-Module 02-Lesson 01_Introduction to Neural Networks/29. Continuous Perceptrons-07-JJ-aGEfM.mp4

1.1 MB

Part 02-Module 02-Lesson 01_Introduction to Neural Networks/29. Continuous Perceptrons.html

8.8 kB

Part 02-Module 02-Lesson 01_Introduction to Neural Networks/30. Non-Linear Data-F7ZiE8PQiSc.mp4

949 kB

Part 02-Module 02-Lesson 01_Introduction to Neural Networks/30. Non-linear Data.html

8.8 kB

Part 02-Module 02-Lesson 01_Introduction to Neural Networks/31. Non-Linear Models-HWuBKCZsCo8.mp4

1.2 MB

Part 02-Module 02-Lesson 01_Introduction to Neural Networks/31. Non-Linear Models.html

8.8 kB

Part 02-Module 02-Lesson 01_Introduction to Neural Networks/32. 29 Neural Network Architecture 2-FWN3Sw5fFoM.mp4

3.0 MB

Part 02-Module 02-Lesson 01_Introduction to Neural Networks/32. Combinando modelos-Boy3zHVrWB4.mp4

4.9 MB

Part 02-Module 02-Lesson 01_Introduction to Neural Networks/32. Layers-pg99FkXYK0M.mp4

3.6 MB

Part 02-Module 02-Lesson 01_Introduction to Neural Networks/32. Multiclass Classification-uNTtvxwfox0.mp4

2.2 MB

Part 02-Module 02-Lesson 01_Introduction to Neural Networks/32. Neural Network Architecture.html

12 kB

Part 02-Module 02-Lesson 01_Introduction to Neural Networks/33. DL 41 Feedforward FIX V2-hVCuvMGOfyY.mp4

5.5 MB

Part 02-Module 02-Lesson 01_Introduction to Neural Networks/33. DL 42 Neural Network Error Function (1)-SC1wEW7TtKs.mp4

1.8 MB

Part 02-Module 02-Lesson 01_Introduction to Neural Networks/33. Feedforward.html

9.6 kB

Part 02-Module 02-Lesson 01_Introduction to Neural Networks/34. Backpropagation V2-1SmY3TZTyUk.mp4

7.0 MB

Part 02-Module 02-Lesson 01_Introduction to Neural Networks/34. Backpropagation.html

12 kB

Part 02-Module 02-Lesson 01_Introduction to Neural Networks/34. Calculating The Gradient 1 -tVuZDbUrzzI.mp4

3.8 MB

Part 02-Module 02-Lesson 01_Introduction to Neural Networks/34. Chain Rule-YAhIBOnbt54.mp4

1.5 MB

Part 02-Module 02-Lesson 01_Introduction to Neural Networks/34. DL 46 Calculating The Gradient 2 V2 (2)-7lidiTGIlN4.mp4

5.8 MB

Part 02-Module 02-Lesson 01_Introduction to Neural Networks/35. Pre-Notebook Analyzing Student Data.html

10 kB

Part 02-Module 02-Lesson 01_Introduction to Neural Networks/36. Notebook Analyzing Student Data.html

9.6 kB

Part 02-Module 02-Lesson 01_Introduction to Neural Networks/37. Outro.html

9.0 kB

Part 02-Module 02-Lesson 01_Introduction to Neural Networks/index.html

7.0 kB

Part 02-Module 02-Lesson 01_Introduction to Neural Networks/img/and-quiz.png

266 kB

Part 02-Module 02-Lesson 01_Introduction to Neural Networks/img/and-to-or.png

606 kB

Part 02-Module 02-Lesson 01_Introduction to Neural Networks/img/codecogseqn-43.gif

8.0 kB

Part 02-Module 02-Lesson 01_Introduction to Neural Networks/img/codecogseqn-49.gif

2.1 kB

Part 02-Module 02-Lesson 01_Introduction to Neural Networks/img/codecogseqn-58.gif

919 B

Part 02-Module 02-Lesson 01_Introduction to Neural Networks/img/codecogseqn-60-2.png

8.9 kB

Part 02-Module 02-Lesson 01_Introduction to Neural Networks/img/meme.png

209 kB

Part 02-Module 02-Lesson 01_Introduction to Neural Networks/img/or-quiz.png

394 kB

Part 02-Module 02-Lesson 01_Introduction to Neural Networks/img/perceptronquiz.png

94 kB

Part 02-Module 02-Lesson 01_Introduction to Neural Networks/img/points.png

63 kB

Part 02-Module 02-Lesson 01_Introduction to Neural Networks/img/screen-shot-2018-03-19-at-3.49.28-pm.png

472 kB

Part 02-Module 02-Lesson 01_Introduction to Neural Networks/img/screen-shot-2018-09-10-at-7.38.39-pm.png

296 kB

Part 02-Module 02-Lesson 01_Introduction to Neural Networks/img/sigmoid-derivative.gif

2.1 kB

Part 02-Module 02-Lesson 01_Introduction to Neural Networks/img/student-quiz.png

749 kB

Part 02-Module 02-Lesson 01_Introduction to Neural Networks/img/xor-quiz.png

94 kB

Part 02-Module 02-Lesson 01_Introduction to Neural Networks/img/xor.png

215 kB

Part 02-Module 02-Lesson 02_Training Neural Networks/01. Instructor.html

6.9 kB

Part 02-Module 02-Lesson 02_Training Neural Networks/02. Training Optimization-UiGKhx9pUYc.mp4

1.2 MB

Part 02-Module 02-Lesson 02_Training Neural Networks/02. Training Optimization.html

6.5 kB

Part 02-Module 02-Lesson 02_Training Neural Networks/03. Testing-EeBZpb-PSac.mp4

1.9 MB

Part 02-Module 02-Lesson 02_Training Neural Networks/03. Testing.html

6.5 kB

Part 02-Module 02-Lesson 02_Training Neural Networks/04. Overfitting and Underfitting.html

6.6 kB

Part 02-Module 02-Lesson 02_Training Neural Networks/04. Underfitting And Overfitting-xj4PlXMsN-Y.mp4

7.0 MB

Part 02-Module 02-Lesson 02_Training Neural Networks/05. Early Stopping.html

6.5 kB

Part 02-Module 02-Lesson 02_Training Neural Networks/05. Model Complexity Graph-NnS0FJyVcDQ.mp4

5.5 MB

Part 02-Module 02-Lesson 02_Training Neural Networks/06. DL 53 Q Regularization-KxROxcRsHL8.mp4

986 kB

Part 02-Module 02-Lesson 02_Training Neural Networks/06. Regularization.html

7.6 kB

Part 02-Module 02-Lesson 02_Training Neural Networks/07. Regularization 2.html

6.5 kB

Part 02-Module 02-Lesson 02_Training Neural Networks/07. Regularization-ndYnUrx8xvs.mp4

8.6 MB

Part 02-Module 02-Lesson 02_Training Neural Networks/08. Dropout-Ty6K6YiGdBs.mp4

4.8 MB

Part 02-Module 02-Lesson 02_Training Neural Networks/08. Dropout.html

6.5 kB

Part 02-Module 02-Lesson 02_Training Neural Networks/09. Local Minima-gF_sW_nY-xw.mp4

798 kB

Part 02-Module 02-Lesson 02_Training Neural Networks/09. Local Minima.html

6.5 kB

Part 02-Module 02-Lesson 02_Training Neural Networks/10. Random Restart-idyBBCzXiqg.mp4

415 kB

Part 02-Module 02-Lesson 02_Training Neural Networks/10. Random Restart.html

6.5 kB

Part 02-Module 02-Lesson 02_Training Neural Networks/11. Vanishing Gradient-W_JJm_5syFw.mp4

1.3 MB

Part 02-Module 02-Lesson 02_Training Neural Networks/11. Vanishing Gradient.html

6.5 kB

Part 02-Module 02-Lesson 02_Training Neural Networks/12. Other Activation Functions-kA-1vUt6cvQ.mp4

2.4 MB

Part 02-Module 02-Lesson 02_Training Neural Networks/12. Other Activation Functions.html

6.9 kB

Part 02-Module 02-Lesson 02_Training Neural Networks/13. Batch vs Stochastic Gradient Descent-2p58rVgqsgo.mp4

4.2 MB

Part 02-Module 02-Lesson 02_Training Neural Networks/13. Batch vs Stochastic Gradient Descent.html

6.6 kB

Part 02-Module 02-Lesson 02_Training Neural Networks/14. Learning Rate Decay.html

6.5 kB

Part 02-Module 02-Lesson 02_Training Neural Networks/14. Learning Rate-TwJ8aSZoh2U.mp4

882 kB

Part 02-Module 02-Lesson 02_Training Neural Networks/15. Momentum-r-rYz_PEWC8.mp4

2.2 MB

Part 02-Module 02-Lesson 02_Training Neural Networks/15. Momentum.html

6.5 kB

Part 02-Module 02-Lesson 02_Training Neural Networks/16. Error Functions Around the World-34AAcTECu2A.mp4

2.0 MB

Part 02-Module 02-Lesson 02_Training Neural Networks/16. Error Functions Around the World.html

6.5 kB

Part 02-Module 02-Lesson 02_Training Neural Networks/index.html

5.2 kB

Part 02-Module 02-Lesson 02_Training Neural Networks/img/regularization-quiz.png

88 kB

Part 02-Module 02-Lesson 02_Training Neural Networks/img/screen-shot-2018-03-19-at-3.49.28-pm.png

472 kB

Part 02-Module 02-Lesson 03_Deep Learning with PyTorch/01. Welcome!.html

13 kB

Part 02-Module 02-Lesson 03_Deep Learning with PyTorch/02. Pre-Notebook.html

9.4 kB

Part 02-Module 02-Lesson 03_Deep Learning with PyTorch/03. Notebook Workspace.html

8.6 kB

Part 02-Module 02-Lesson 03_Deep Learning with PyTorch/04. PyTorch V2 Part 1 V1-6Z7WntXays8.mp4

13 MB

Part 02-Module 02-Lesson 03_Deep Learning with PyTorch/04. Single layer neural networks.html

8.5 kB

Part 02-Module 02-Lesson 03_Deep Learning with PyTorch/05. PyTorch V2 Part 1 Solution V1-mNJ8CujTtpo.mp4

16 MB

Part 02-Module 02-Lesson 03_Deep Learning with PyTorch/05. Single layer neural networks solution.html

8.5 kB

Part 02-Module 02-Lesson 03_Deep Learning with PyTorch/06. Networks Using Matrix Multiplication.html

8.5 kB

Part 02-Module 02-Lesson 03_Deep Learning with PyTorch/06. PyTorch V2 Part 1 Solution 2 V1-QLaGMz8Ca3E.mp4

6.7 MB

Part 02-Module 02-Lesson 03_Deep Learning with PyTorch/07. Multilayer Networks Solution.html

7.9 kB

Part 02-Module 02-Lesson 03_Deep Learning with PyTorch/07. PyTorch V2 Part 1 Solution 3 V1-iMIo9p5iSbE.mp4

6.4 MB

Part 02-Module 02-Lesson 03_Deep Learning with PyTorch/08. Neural Networks in PyTorch.html

8.5 kB

Part 02-Module 02-Lesson 03_Deep Learning with PyTorch/08. PyTorch V2 Part 2 V1-CSQOdOb2mlg.mp4

10 MB

Part 02-Module 02-Lesson 03_Deep Learning with PyTorch/09. Neural Networks Solution.html

8.5 kB

Part 02-Module 02-Lesson 03_Deep Learning with PyTorch/09. PyTorch V2 Part 2 Solution V1-zym36ihtOMY.mp4

9.7 MB

Part 02-Module 02-Lesson 03_Deep Learning with PyTorch/10. Implementing Softmax Solution.html

8.5 kB

Part 02-Module 02-Lesson 03_Deep Learning with PyTorch/10. PyTorch V2 Part 2 Solution 2 V1-8KRX7HvqfP0.mp4

17 MB

Part 02-Module 02-Lesson 03_Deep Learning with PyTorch/11. Network Architectures in PyTorch.html

8.6 kB

Part 02-Module 02-Lesson 03_Deep Learning with PyTorch/11. PyTorch V2 Part 3 V1-9ILiZwbi9dA.mp4

21 MB

Part 02-Module 02-Lesson 03_Deep Learning with PyTorch/12. Network Architectures Solution.html

8.7 kB

Part 02-Module 02-Lesson 03_Deep Learning with PyTorch/12. PyTorch V2 Part 3 Solution V2-zBWlOeX2sQM.mp4

21 MB

Part 02-Module 02-Lesson 03_Deep Learning with PyTorch/13. PyTorch V2 Part 3 Solution 2 V1-ExyFG2MjsKs.mp4

3.7 MB

Part 02-Module 02-Lesson 03_Deep Learning with PyTorch/13. Training a Network Solution.html

7.9 kB

Part 02-Module 02-Lesson 03_Deep Learning with PyTorch/14. Classifying Fashion-MNIST.html

8.4 kB

Part 02-Module 02-Lesson 03_Deep Learning with PyTorch/14. PyTorch - Part 4-AEJV_RKZ7VU.mp4

3.3 MB

Part 02-Module 02-Lesson 03_Deep Learning with PyTorch/15. Fashion-MNIST Solution.html

7.9 kB

Part 02-Module 02-Lesson 03_Deep Learning with PyTorch/15. PyTorch V2 Part 4 Solution V1-R6Y4hPLVQWM.mp4

8.1 MB

Part 02-Module 02-Lesson 03_Deep Learning with PyTorch/16. Inference and Validation.html

8.5 kB

Part 02-Module 02-Lesson 03_Deep Learning with PyTorch/16. PyTorch V2 Part 5 V1 (1)-XACXlkIdS7Y.mp4

13 MB

Part 02-Module 02-Lesson 03_Deep Learning with PyTorch/17. PyTorch V2 Part 5 Solution V1-AjrXltxqsK4.mp4

11 MB

Part 02-Module 02-Lesson 03_Deep Learning with PyTorch/17. Validation Solution.html

7.9 kB

Part 02-Module 02-Lesson 03_Deep Learning with PyTorch/18. Dropout Solution.html

7.9 kB

Part 02-Module 02-Lesson 03_Deep Learning with PyTorch/18. PyTorch V2 Part 5 Solution 2 V1-3Py2SbtZLbc.mp4

2.9 MB

Part 02-Module 02-Lesson 03_Deep Learning with PyTorch/19. Saving & Loading Models V1-psmrPu-mseA.mp4

13 MB

Part 02-Module 02-Lesson 03_Deep Learning with PyTorch/19. Saving and Loading Models.html

7.9 kB

Part 02-Module 02-Lesson 03_Deep Learning with PyTorch/20. Loading Image Data.html

7.9 kB

Part 02-Module 02-Lesson 03_Deep Learning with PyTorch/20. PyTorch - Part 7-hFu7GTfRWks.mp4

15 MB

Part 02-Module 02-Lesson 03_Deep Learning with PyTorch/21. Loading Image Data Solution.html

7.9 kB

Part 02-Module 02-Lesson 03_Deep Learning with PyTorch/21. PyTorch V2 Part 7 Solution V1-d_NhvI1yEf0.mp4

6.7 MB

Part 02-Module 02-Lesson 03_Deep Learning with PyTorch/22. Pre-Notebook with GPU.html

8.5 kB

Part 02-Module 02-Lesson 03_Deep Learning with PyTorch/23. Notebook Workspace w GPU.html

8.6 kB

index.html

329 kB

Part 02-Module 02-Lesson 03_Deep Learning with PyTorch/24. Transfer Learning II.html

7.9 kB

Part 02-Module 02-Lesson 03_Deep Learning with PyTorch/25. PyTorch V2 Part 8 Solution V1-4n6T93hKRD4.mp4

17 MB

Part 02-Module 02-Lesson 03_Deep Learning with PyTorch/25. Transfer Learning Solution.html

7.9 kB

Part 02-Module 02-Lesson 03_Deep Learning with PyTorch/26. Tips, Tricks, and Other Notes.html

9.1 kB

Part 02-Module 02-Lesson 03_Deep Learning with PyTorch/index.html

6.3 kB

Part 02-Module 02-Lesson 03_Deep Learning with PyTorch/img/mat-headshot.png

180 kB

Part 02-Module 02-Lesson 04_Recurrent Neural Networks/01. Intro to RNNs.html

8.6 kB

Part 02-Module 02-Lesson 04_Recurrent Neural Networks/02. RNN Vs LSTM-70MgF-IwAr8.mp4

4.0 MB

Part 02-Module 02-Lesson 04_Recurrent Neural Networks/02. RNN vs LSTM.html

7.0 kB

Part 02-Module 02-Lesson 04_Recurrent Neural Networks/03. Basics of LSTM.html

7.0 kB

Part 02-Module 02-Lesson 04_Recurrent Neural Networks/03. LSTM Basics-gjb68a4XsqE.mp4

4.2 MB

Part 02-Module 02-Lesson 04_Recurrent Neural Networks/04. Architecture of LSTM.html

7.0 kB

Part 02-Module 02-Lesson 04_Recurrent Neural Networks/04. LSTM Architecture-ycwthhdx8ws.mp4

1.0 MB

Part 02-Module 02-Lesson 04_Recurrent Neural Networks/05. Learn Gate-aVHVI7ovbHY.mp4

2.3 MB

Part 02-Module 02-Lesson 04_Recurrent Neural Networks/05. The Learn Gate.html

7.6 kB

Part 02-Module 02-Lesson 04_Recurrent Neural Networks/06. Forget Gate-iWxpfxLUPSU.mp4

991 kB

Part 02-Module 02-Lesson 04_Recurrent Neural Networks/06. The Forget Gate.html

7.5 kB

Part 02-Module 02-Lesson 04_Recurrent Neural Networks/07. Remember Gate-0qlm86HaXuU.mp4

712 kB

Part 02-Module 02-Lesson 04_Recurrent Neural Networks/07. The Remember Gate.html

7.4 kB

Part 02-Module 02-Lesson 04_Recurrent Neural Networks/08. LSTM 7 Use Gate-5Ifolm1jTdY.mp4

1.5 MB

Part 02-Module 02-Lesson 04_Recurrent Neural Networks/08. The Use Gate.html

7.7 kB

Part 02-Module 02-Lesson 04_Recurrent Neural Networks/09. Putting It All Together-IF8FlKW-Zo0.mp4

1.5 MB

Part 02-Module 02-Lesson 04_Recurrent Neural Networks/09. Putting it All Together.html

7.1 kB

Part 02-Module 02-Lesson 04_Recurrent Neural Networks/10. Other Architectures-MsxFDuYlTuQ.mp4

1.7 MB

Part 02-Module 02-Lesson 04_Recurrent Neural Networks/10. Other architectures.html

7.4 kB

Part 02-Module 02-Lesson 04_Recurrent Neural Networks/11. Implementing RNNs.html

7.8 kB

Part 02-Module 02-Lesson 04_Recurrent Neural Networks/12. 02 Time Series Prediction V2-xV5jHLFfJbQ.mp4

14 MB

Part 02-Module 02-Lesson 04_Recurrent Neural Networks/12. Time-Series Prediction.html

7.9 kB

Part 02-Module 02-Lesson 04_Recurrent Neural Networks/13. 03 Training Memory V1-sx7T_KP5v9I.mp4

9.8 MB

Part 02-Module 02-Lesson 04_Recurrent Neural Networks/13. Training & Memory.html

9.1 kB

Part 02-Module 02-Lesson 04_Recurrent Neural Networks/14. Character-Wise RNN-dXl3eWCGLdU.mp4

3.0 MB

Part 02-Module 02-Lesson 04_Recurrent Neural Networks/14. Character-wise RNNs.html

7.0 kB

Part 02-Module 02-Lesson 04_Recurrent Neural Networks/15. Sequence Batching.html

7.1 kB

Part 02-Module 02-Lesson 04_Recurrent Neural Networks/15. Sequence-Batching-Z4OiyU0Cldg.mp4

2.3 MB

Part 02-Module 02-Lesson 04_Recurrent Neural Networks/16. Notebook Character-Level RNN.html

9.5 kB

Part 02-Module 02-Lesson 04_Recurrent Neural Networks/17. 04 Implementing CharRNN V2-MMtgZXzFB10.mp4

15 MB

Part 02-Module 02-Lesson 04_Recurrent Neural Networks/17. Implementing a Char-RNN.html

7.4 kB

Part 02-Module 02-Lesson 04_Recurrent Neural Networks/18. 05 Batching Data V1-9Eg0wf3eW-k.mp4

6.6 MB

Part 02-Module 02-Lesson 04_Recurrent Neural Networks/18. Batching Data, Solution.html

7.1 kB

Part 02-Module 02-Lesson 04_Recurrent Neural Networks/19. 06 Defining Model V2-_LWzyqq4hCY.mp4

7.9 MB

Part 02-Module 02-Lesson 04_Recurrent Neural Networks/19. Defining the Model.html

7.5 kB

Part 02-Module 02-Lesson 04_Recurrent Neural Networks/20. 07 CharRNN Solution V1-ed33qePHrJM.mp4

17 MB

Part 02-Module 02-Lesson 04_Recurrent Neural Networks/20. Char-RNN, Solution.html

8.9 kB

Part 02-Module 02-Lesson 04_Recurrent Neural Networks/21. 08 Making Predictions V3-BhrpV3kwATo.mp4

12 MB

Part 02-Module 02-Lesson 04_Recurrent Neural Networks/21. Making Predictions.html

7.9 kB

Part 02-Module 02-Lesson 04_Recurrent Neural Networks/index.html

5.6 kB

Part 02-Module 02-Lesson 04_Recurrent Neural Networks/img/cezanne-head.jpg

60 kB

Part 02-Module 02-Lesson 04_Recurrent Neural Networks/img/meme.png

209 kB

Part 02-Module 02-Lesson 04_Recurrent Neural Networks/img/screen-shot-2017-11-16-at-4.26.22-pm.png

41 kB

Part 02-Module 02-Lesson 04_Recurrent Neural Networks/img/screen-shot-2017-11-16-at-4.27.58-pm.png

28 kB

Part 02-Module 02-Lesson 04_Recurrent Neural Networks/img/screen-shot-2017-11-16-at-4.31.41-pm.png

45 kB

Part 02-Module 02-Lesson 04_Recurrent Neural Networks/img/screen-shot-2018-10-15-at-8.35.15-pm.png

120 kB

Part 02-Module 02-Lesson 05_Embeddings & Word2Vec/01. M4L51 HSA Word Embeddings V3 RENDER V1-ZsLhh1mly9k.mp4

3.6 MB

Part 02-Module 02-Lesson 05_Embeddings & Word2Vec/01. Word Embeddings.html

6.8 kB

Part 02-Module 02-Lesson 05_Embeddings & Word2Vec/02. Embedding Weight MatrixLookup Table.html

6.8 kB

Part 02-Module 02-Lesson 05_Embeddings & Word2Vec/02. M4L52 HSA Embedding Weight Matrix V3 RENDER V2-KVCcG5v8fi0.mp4

5.2 MB

Part 02-Module 02-Lesson 05_Embeddings & Word2Vec/03. 3 Word2Vec Notebook V2-4cWzv3YiF_w.mp4

7.8 MB

Part 02-Module 02-Lesson 05_Embeddings & Word2Vec/03. Word2Vec Notebook.html

7.1 kB

Part 02-Module 02-Lesson 05_Embeddings & Word2Vec/04. Pre-Notebook Word2Vec, SkipGram.html

9.3 kB

Part 02-Module 02-Lesson 05_Embeddings & Word2Vec/05. Notebook Word2Vec, SkipGram.html

7.5 kB

Part 02-Module 02-Lesson 05_Embeddings & Word2Vec/06. 4 Data Subsampling V1-7SJXv2BQzZA.mp4

15 MB

Part 02-Module 02-Lesson 05_Embeddings & Word2Vec/06. Data & Subsampling.html

8.6 kB

Part 02-Module 02-Lesson 05_Embeddings & Word2Vec/07. 5 Subsampling Solution V1-YXruURuFD7g.mp4

3.8 MB

Part 02-Module 02-Lesson 05_Embeddings & Word2Vec/07. Subsampling Solution.html

6.7 kB

Part 02-Module 02-Lesson 05_Embeddings & Word2Vec/08. 6 Defining Context Targets V1-DJN9MzD7ctY.mp4

6.2 MB

Part 02-Module 02-Lesson 05_Embeddings & Word2Vec/08. Context Word Targets.html

8.1 kB

Part 02-Module 02-Lesson 05_Embeddings & Word2Vec/09. 7 Batching Data Solution V1-nu2rjLzt1HI.mp4

6.4 MB

Part 02-Module 02-Lesson 05_Embeddings & Word2Vec/09. Batching Data, Solution.html

6.8 kB

Part 02-Module 02-Lesson 05_Embeddings & Word2Vec/10. 8 Word2vec Model V2-7BEYWhym8lI.mp4

12 MB

Part 02-Module 02-Lesson 05_Embeddings & Word2Vec/10. Word2Vec Model.html

6.7 kB

Part 02-Module 02-Lesson 05_Embeddings & Word2Vec/11. 9 Model Validation Loss V2-GKDCq8J76tM.mp4

12 MB

Part 02-Module 02-Lesson 05_Embeddings & Word2Vec/11. Model & Validations.html

6.8 kB

Part 02-Module 02-Lesson 05_Embeddings & Word2Vec/12. 10 NegativeSampling V1-gnCwdegYNsQ.mp4

9.7 MB

Part 02-Module 02-Lesson 05_Embeddings & Word2Vec/12. Negative Sampling.html

6.7 kB

Part 02-Module 02-Lesson 05_Embeddings & Word2Vec/13. Pre-Notebook Negative Sampling.html

9.2 kB

Part 02-Module 02-Lesson 05_Embeddings & Word2Vec/14. Notebook Negative Sampling.html

7.5 kB

Part 02-Module 02-Lesson 05_Embeddings & Word2Vec/15. 11 SkipGram Negative V1-e7ZrzpyXNDs.mp4

5.2 MB

Part 02-Module 02-Lesson 05_Embeddings & Word2Vec/15. SkipGramNeg, Model Definition.html

6.8 kB

Part 02-Module 02-Lesson 05_Embeddings & Word2Vec/16. 12 CompleteModel CustomLoss V2-7SqNN_eUAdc.mp4

15 MB

Part 02-Module 02-Lesson 05_Embeddings & Word2Vec/16. Complete Model & Custom Loss.html

6.9 kB

Part 02-Module 02-Lesson 05_Embeddings & Word2Vec/index.html

5.4 kB

Part 02-Module 02-Lesson 06_Sentiment Prediction RNN/01. 1 SentimentRNN Intro V1-bQWUuaMc9ZI.mp4

2.4 MB

Part 02-Module 02-Lesson 06_Sentiment Prediction RNN/01. Sentiment RNN, Introduction.html

6.5 kB

Part 02-Module 02-Lesson 06_Sentiment Prediction RNN/02. Pre-Notebook Sentiment RNN.html

9.0 kB

Part 02-Module 02-Lesson 06_Sentiment Prediction RNN/03. Notebook Sentiment RNN.html

7.2 kB

Part 02-Module 02-Lesson 06_Sentiment Prediction RNN/04. 3 Data PreProcessing V1-Xw1MWmql7no.mp4

9.9 MB

Part 02-Module 02-Lesson 06_Sentiment Prediction RNN/04. Data Pre-Processing.html

6.5 kB

Part 02-Module 02-Lesson 06_Sentiment Prediction RNN/05. 4 EncodingWords Sol V1-4RYyn3zv1Hg.mp4

6.7 MB

Part 02-Module 02-Lesson 06_Sentiment Prediction RNN/05. Encoding Words, Solution.html

6.5 kB

Part 02-Module 02-Lesson 06_Sentiment Prediction RNN/06. 5 GettingRid ZeroLength V1-Hs6ithuvDJg.mp4

4.5 MB

Part 02-Module 02-Lesson 06_Sentiment Prediction RNN/06. Getting Rid of Zero-Length.html

6.5 kB

Part 02-Module 02-Lesson 06_Sentiment Prediction RNN/07. 6 Cleaning And Padding V1-UgPo1_cq-0g.mp4

6.8 MB

Part 02-Module 02-Lesson 06_Sentiment Prediction RNN/07. Cleaning & Padding Data.html

6.5 kB

Part 02-Module 02-Lesson 06_Sentiment Prediction RNN/08. 7 PaddedFeatures Sol V1-sYOd1IDmep8.mp4

6.2 MB

Part 02-Module 02-Lesson 06_Sentiment Prediction RNN/08. Padded Features, Solution.html

6.5 kB

Part 02-Module 02-Lesson 06_Sentiment Prediction RNN/09. 8 TensorDataset Batching V1-Oxuf2QIPjj4.mp4

9.5 MB

Part 02-Module 02-Lesson 06_Sentiment Prediction RNN/09. TensorDataset & Batching Data.html

7.7 kB

Part 02-Module 02-Lesson 06_Sentiment Prediction RNN/10. 9 DefiningModel V1-SpvIZl1YQRI.mp4

5.7 MB

Part 02-Module 02-Lesson 06_Sentiment Prediction RNN/10. Defining the Model.html

6.5 kB

Part 02-Module 02-Lesson 06_Sentiment Prediction RNN/11. Complete Sentiment RNN.html

13 kB

Part 02-Module 02-Lesson 06_Sentiment Prediction RNN/12. Training the Model.html

13 kB

Part 02-Module 02-Lesson 06_Sentiment Prediction RNN/13. Testing.html

11 kB

Part 02-Module 02-Lesson 06_Sentiment Prediction RNN/14. Inference, Solution.html

13 kB

Part 02-Module 02-Lesson 06_Sentiment Prediction RNN/index.html

5.2 kB

Part 02-Module 02-Lesson 06_Sentiment Prediction RNN/img/dancing-beemo.gif

318 kB

Part 02-Module 02-Lesson 06_Sentiment Prediction RNN/img/screen-shot-2018-11-05-at-11.33.57-am.png

154 kB

Part 02-Module 02-Lesson 06_Sentiment Prediction RNN/img/screen-shot-2018-11-06-at-2.30.04-pm.png

76 kB

Part 02-Module 02-Lesson 06_Sentiment Prediction RNN/img/screen-shot-2018-11-06-at-2.48.40-pm.png

58 kB

Part 02-Module 02-Lesson 07_Project 6 Sentiment Analysis with Neural Networks/01. Project Description.html

5.9 kB

Part 02-Module 02-Lesson 07_Project 6 Sentiment Analysis with Neural Networks/02. Project Notebook.html

6.1 kB

Part 02-Module 02-Lesson 07_Project 6 Sentiment Analysis with Neural Networks/index.html

4.6 kB

Part 02-Module 02-Lesson 07_Project 6 Sentiment Analysis with Neural Networks/Project Description - Sentiment Analysis with Neural Networks.html

5.3 kB

Part 02-Module 02-Lesson 07_Project 6 Sentiment Analysis with Neural Networks/Project Rubric - Sentiment Analysis with Neural Networks.html

10 kB

Part 02-Module 03-Lesson 01_Overview/01. L1 01 HS Welcome To M7 V2-3l--nlBdfaA.mp4

2.6 MB

Part 02-Module 03-Lesson 01_Overview/01. Welcome.html

5.5 kB

Part 02-Module 03-Lesson 01_Overview/02. Overview of Machine Learning Techniques.html

6.1 kB

Part 02-Module 03-Lesson 01_Overview/03. Supervised Learning.html

5.5 kB

Part 02-Module 03-Lesson 01_Overview/03. Types Of Machine Learning Supervised V1-iGTuWwR6kZE.mp4

2.4 MB

Part 02-Module 03-Lesson 01_Overview/04. Types of Machine Learning - Unsupervised & Reinforcement-yg4A99NMzAQ.mp4

2.3 MB

Part 02-Module 03-Lesson 01_Overview/04. Unsupervised and Reinforcement Learning.html

5.6 kB

Part 02-Module 03-Lesson 01_Overview/05. Getting Started.html

6.7 kB

Part 02-Module 03-Lesson 01_Overview/index.html

4.4 kB

Part 02-Module 03-Lesson 01_Overview/img/josh-bernhard.jpg

28 kB

Part 02-Module 03-Lesson 01_Overview/img/screen-shot-2018-12-21-at-1.54.06-pm.png

899 kB

Part 02-Module 03-Lesson 02_Decision Trees/01. Welcome.html

8.2 kB

Part 02-Module 03-Lesson 02_Decision Trees/02. Intro.html

7.6 kB

Part 02-Module 03-Lesson 02_Decision Trees/02. MLND SL DT 00 Intro V2-l34ijtQhVNk.mp4

6.4 MB

Part 02-Module 03-Lesson 02_Decision Trees/03. MLND SL DT 01 Recommending Apps 1 MAIN V3-uI_yNrqqKVg.mp4

1.7 MB

Part 02-Module 03-Lesson 02_Decision Trees/03. Recommending Apps 1.html

11 kB

Part 02-Module 03-Lesson 02_Decision Trees/04. MLND SL DT 02 Recommending Apps 2 MAIN V3-KSrIYqKZwCA.mp4

1.5 MB

Part 02-Module 03-Lesson 02_Decision Trees/04. Recommending Apps 2.html

8.8 kB

Part 02-Module 03-Lesson 02_Decision Trees/05. Recommending Apps 3.html

7.7 kB

Part 02-Module 03-Lesson 02_Decision Trees/05. Recommending Apps-nEvW8B1HNq4.mp4

2.3 MB

Part 02-Module 03-Lesson 02_Decision Trees/06. Tree Anatomy.html

11 kB

Part 02-Module 03-Lesson 02_Decision Trees/07. MLND SL DT 04 Q Student Admissions V3 MAIN V1-MOa335cQGI4.mp4

1.4 MB

Part 02-Module 03-Lesson 02_Decision Trees/07. Quiz Student Admissions.html

9.0 kB

Part 02-Module 03-Lesson 02_Decision Trees/08. Solution Student Admissions.html

7.9 kB

Part 02-Module 03-Lesson 02_Decision Trees/08. Student Admissions-TdgBi6LtOB8.mp4

2.0 MB

Part 02-Module 03-Lesson 02_Decision Trees/09. Entropy-piLpj1V1HEk.mp4

3.8 MB

Part 02-Module 03-Lesson 02_Decision Trees/09. Entropy.html

7.6 kB

Part 02-Module 03-Lesson 02_Decision Trees/10. Entropy Formula 1.html

9.4 kB

Part 02-Module 03-Lesson 02_Decision Trees/10. Entropy Formula-iZiSYrOKvpo.mp4

1.5 MB

Part 02-Module 03-Lesson 02_Decision Trees/11. Entropy Formula 2.html

8.9 kB

Part 02-Module 03-Lesson 02_Decision Trees/11. MLND SL DT 08 Entropy Formula 2 MAIN V2-6GHg70hrSJw.mp4

4.1 MB

Part 02-Module 03-Lesson 02_Decision Trees/12. Entropy Formula 3.html

8.1 kB

Part 02-Module 03-Lesson 02_Decision Trees/12. Entropy Formula-w73JTBVeyjE.mp4

2.7 MB

Part 02-Module 03-Lesson 02_Decision Trees/13. Quiz Do You Know Your Entropy.html

7.9 kB

Part 02-Module 03-Lesson 02_Decision Trees/14. Multiclass Entropy.html

9.9 kB

Part 02-Module 03-Lesson 02_Decision Trees/15. MLND SL DT 10 Q Information Gain MAIN V1-tVLOLPEtLFw.mp4

751 kB

Part 02-Module 03-Lesson 02_Decision Trees/15. Quiz Information Gain.html

9.8 kB

Part 02-Module 03-Lesson 02_Decision Trees/16. Information Gain-k9iZL53PAmw.mp4

3.3 MB

Part 02-Module 03-Lesson 02_Decision Trees/16. Solution Information Gain.html

8.5 kB

Part 02-Module 03-Lesson 02_Decision Trees/17. Maximizing Information Gain-3FgJOpKfdY8.mp4

4.3 MB

Part 02-Module 03-Lesson 02_Decision Trees/17. Maximizing Information Gain.html

7.7 kB

Part 02-Module 03-Lesson 02_Decision Trees/18. Calculating Information Gain on a Dataset.html

9.2 kB

Part 02-Module 03-Lesson 02_Decision Trees/19. Gini Impurity.html

10 kB

Part 02-Module 03-Lesson 02_Decision Trees/20. Hyperparameters.html

14 kB

Part 02-Module 03-Lesson 02_Decision Trees/21. Decision Trees in sklearn.html

17 kB

Part 02-Module 03-Lesson 02_Decision Trees/22. Titanic Survival Model with Decision Trees.html

8.5 kB

Part 02-Module 03-Lesson 02_Decision Trees/23. [Solution] Titanic Survival Model.html

8.5 kB

Part 02-Module 03-Lesson 02_Decision Trees/24. Visualizing Your Tree.html

11 kB

Part 02-Module 03-Lesson 02_Decision Trees/25. Visualizing Your Tree Exercise.html

8.4 kB

Part 02-Module 03-Lesson 02_Decision Trees/26. Outro.html

7.9 kB

Part 02-Module 03-Lesson 02_Decision Trees/index.html

6.1 kB

Part 02-Module 03-Lesson 02_Decision Trees/img/depth.png

66 kB

Part 02-Module 03-Lesson 02_Decision Trees/img/graphviz-example.png

20 kB

Part 02-Module 03-Lesson 02_Decision Trees/img/meme.png

209 kB

Part 02-Module 03-Lesson 02_Decision Trees/img/min-samples-leaf.png

111 kB

Part 02-Module 03-Lesson 02_Decision Trees/img/min-samples-split.png

81 kB

Part 02-Module 03-Lesson 02_Decision Trees/img/recommending-apps.png

141 kB

Part 02-Module 03-Lesson 02_Decision Trees/img/screen-shot-2018-01-06-at-8.13.20-pm.png

51 kB

Part 02-Module 03-Lesson 02_Decision Trees/img/screen-shot-2018-05-22-at-12.25.34-pm.png

6.1 kB

Part 02-Module 03-Lesson 02_Decision Trees/img/screen-shot-2018-05-22-at-12.27.22-pm.png

4.2 kB

Part 02-Module 03-Lesson 02_Decision Trees/img/screen-shot-2018-05-22-at-12.27.55-pm.png

4.3 kB

Part 02-Module 03-Lesson 02_Decision Trees/img/screen-shot-2018-12-12-at-12.49.37-pm.png

147 kB

Part 02-Module 03-Lesson 02_Decision Trees/img/student-data.png

92 kB

Part 02-Module 03-Lesson 02_Decision Trees/img/table.png

192 kB

Part 02-Module 03-Lesson 02_Decision Trees/img/tree-anatomy-annotated.png

79 kB

Part 02-Module 03-Lesson 02_Decision Trees/img/tree-example.png

14 kB

Part 02-Module 03-Lesson 02_Decision Trees/img/trees.png

300 kB

Part 02-Module 03-Lesson 03_Model Testing and Evaluation/01. 01 Intro-4C4PuJANIdE.mp4

1.4 MB

Part 02-Module 03-Lesson 03_Model Testing and Evaluation/01. Intro.html

7.2 kB

Part 02-Module 03-Lesson 03_Model Testing and Evaluation/02. 02 Intro SC V1-mIgABrjJVBY.mp4

1.1 MB

Part 02-Module 03-Lesson 03_Model Testing and Evaluation/02. Outline.html

7.2 kB

Part 02-Module 03-Lesson 03_Model Testing and Evaluation/03. Testing your models.html

12 kB

Part 02-Module 03-Lesson 03_Model Testing and Evaluation/03. Testing-gmxGRJSKEb0.mp4

4.8 MB

Part 02-Module 03-Lesson 03_Model Testing and Evaluation/04. Confusion Matrix-Question 1-9GLNjmMUB_4.mp4

3.2 MB

Part 02-Module 03-Lesson 03_Model Testing and Evaluation/04. Confusion Matrix.html

9.7 kB

Part 02-Module 03-Lesson 03_Model Testing and Evaluation/05. Confusion Matrix 2.html

7.2 kB

Part 02-Module 03-Lesson 03_Model Testing and Evaluation/05. Confusion-Matrix-Solution-ywwSzyU9rYs.mp4

690 kB

Part 02-Module 03-Lesson 03_Model Testing and Evaluation/06. Accuracy-s6SfhPTNOHA.mp4

1.4 MB

Part 02-Module 03-Lesson 03_Model Testing and Evaluation/06. Accuracy.html

8.2 kB

Part 02-Module 03-Lesson 03_Model Testing and Evaluation/07. Accuracy 2-ueYCLfd_aNQ.mp4

520 kB

Part 02-Module 03-Lesson 03_Model Testing and Evaluation/07. Accuracy 2.html

7.2 kB

Part 02-Module 03-Lesson 03_Model Testing and Evaluation/08. When accuracy won't work.html

7.5 kB

Part 02-Module 03-Lesson 03_Model Testing and Evaluation/08. When Accuracy Wont Work-r0-O-gIDXZ0.mp4

2.2 MB

Part 02-Module 03-Lesson 03_Model Testing and Evaluation/09. 04 Quiz False Negatives And Positives SC V1-_ytP9zIkziw.mp4

2.3 MB

Part 02-Module 03-Lesson 03_Model Testing and Evaluation/09. False Negatives and Positives.html

9.6 kB

Part 02-Module 03-Lesson 03_Model Testing and Evaluation/10. Answer False Negatives And Positives-KOytJL1lvgg.mp4

2.3 MB

Part 02-Module 03-Lesson 03_Model Testing and Evaluation/10. Precision and Recall.html

7.6 kB

Part 02-Module 03-Lesson 03_Model Testing and Evaluation/11. 06 Precision SC V1-q2wVorBfefU.mp4

2.3 MB

Part 02-Module 03-Lesson 03_Model Testing and Evaluation/11. Precision.html

8.9 kB

Part 02-Module 03-Lesson 03_Model Testing and Evaluation/12. 07 Recall SC V1-0n5wUZiefkQ.mp4

2.1 MB

Part 02-Module 03-Lesson 03_Model Testing and Evaluation/12. Recall.html

9.0 kB

Part 02-Module 03-Lesson 03_Model Testing and Evaluation/13. 04 L Types Of Errors-Twf1qnPZeSY.mp4

6.0 MB

Part 02-Module 03-Lesson 03_Model Testing and Evaluation/13. Types of Errors.html

7.2 kB

Part 02-Module 03-Lesson 03_Model Testing and Evaluation/14. Model Complexity Graph-Question-YS5OQCA5cLY.mp4

3.3 MB

Part 02-Module 03-Lesson 03_Model Testing and Evaluation/14. Model Complexity Graph.html

8.3 kB

Part 02-Module 03-Lesson 03_Model Testing and Evaluation/15. Cross Validation.html

7.3 kB

Part 02-Module 03-Lesson 03_Model Testing and Evaluation/15. Model-Complexity-Graph Solution 2-5pWHGkNyRhA.mp4

5.9 MB

Part 02-Module 03-Lesson 03_Model Testing and Evaluation/16. K-Fold Cross Validation.html

7.3 kB

Part 02-Module 03-Lesson 03_Model Testing and Evaluation/16. KFold Cross Validation V3 V1-9W6o6eWGi-0.mp4

1.6 MB

Part 02-Module 03-Lesson 03_Model Testing and Evaluation/17. Cross Validation for Time Series.html

8.9 kB

Part 02-Module 03-Lesson 03_Model Testing and Evaluation/18. Validation for Financial Data.html

9.5 kB

Part 02-Module 03-Lesson 03_Model Testing and Evaluation/19. Learning Curves SC V1-ZNhnNVKl8NM.mp4

6.0 MB

Part 02-Module 03-Lesson 03_Model Testing and Evaluation/19. Learning Curves.html

7.6 kB

Part 02-Module 03-Lesson 03_Model Testing and Evaluation/20. Detecting Overfitting and Underfitting with Learning Curves.html

20 kB

Part 02-Module 03-Lesson 03_Model Testing and Evaluation/21. Solution Detecting Overfitting and Underfitting.html

10 kB

Part 02-Module 03-Lesson 03_Model Testing and Evaluation/22. Outro.html

7.5 kB

Part 02-Module 03-Lesson 03_Model Testing and Evaluation/index.html

5.8 kB

Part 02-Module 03-Lesson 03_Model Testing and Evaluation/img/accuracy-quiz.png

106 kB

Part 02-Module 03-Lesson 03_Model Testing and Evaluation/img/circle-data.png

50 kB

Part 02-Module 03-Lesson 03_Model Testing and Evaluation/img/complexity.png

96 kB

Part 02-Module 03-Lesson 03_Model Testing and Evaluation/img/confusion.png

189 kB

Part 02-Module 03-Lesson 03_Model Testing and Evaluation/img/email.png

148 kB

Part 02-Module 03-Lesson 03_Model Testing and Evaluation/img/learning-curves.png

109 kB

Part 02-Module 03-Lesson 03_Model Testing and Evaluation/img/medical.png

186 kB

Part 02-Module 03-Lesson 03_Model Testing and Evaluation/img/meme.png

209 kB

Part 02-Module 03-Lesson 03_Model Testing and Evaluation/img/models.png

628 kB

Part 02-Module 03-Lesson 03_Model Testing and Evaluation/img/precision-quiz.png

251 kB

Part 02-Module 03-Lesson 03_Model Testing and Evaluation/img/recall-quiz.png

228 kB

Part 02-Module 03-Lesson 03_Model Testing and Evaluation/img/time-series-validation-2.png

18 kB

Part 02-Module 03-Lesson 03_Model Testing and Evaluation/img/train-valid-test-time-2.png

7.5 kB

Part 02-Module 03-Lesson 04_Random Forests/01. Intro.html

6.2 kB

Part 02-Module 03-Lesson 04_Random Forests/01. L4 01 HS Intro V2-9c5d6MvguA0.mp4

5.3 MB

Part 02-Module 03-Lesson 04_Random Forests/02. Review Decision Trees.html

7.5 kB

Part 02-Module 03-Lesson 04_Random Forests/03. Ensemble Methods.html

8.6 kB

Part 02-Module 03-Lesson 04_Random Forests/04. MLND SL DT 13 Random Forests MAIN V2-4xhjf6s_Pr0.mp4

2.7 MB

Part 02-Module 03-Lesson 04_Random Forests/04. Perturbations on Columns.html

7.6 kB

Part 02-Module 03-Lesson 04_Random Forests/05. MLND SL EM 02 Bagging V1 MAIN V1-9L_B0Jcio3c.mp4

2.2 MB

Part 02-Module 03-Lesson 04_Random Forests/05. Perturbations on Rows.html

6.8 kB

Part 02-Module 03-Lesson 04_Random Forests/06. Forests of Randomized Trees.html

7.6 kB

Part 02-Module 03-Lesson 04_Random Forests/06. L4 011 HS Random Forests V5-TSpYXdBYo1s.mp4

5.2 MB

Part 02-Module 03-Lesson 04_Random Forests/07. Random Forests Exercise.html

7.0 kB

Part 02-Module 03-Lesson 04_Random Forests/08. L4 15 HS Outofbag Score V4-CcdXrGYaOhE.mp4

3.8 MB

Part 02-Module 03-Lesson 04_Random Forests/08. The Out-of-Bag Estimate.html

6.3 kB

Part 02-Module 03-Lesson 04_Random Forests/09. Random Forest Hyperparameters.html

9.2 kB

Part 02-Module 03-Lesson 04_Random Forests/10. Choosing Hyperparameter Values.html

7.3 kB

Part 02-Module 03-Lesson 04_Random Forests/11. Random Forests for Alpha Combination.html

8.0 kB

Part 02-Module 03-Lesson 04_Random Forests/12. L4 17 HS Outro V2-oH7B6EyLE0k.mp4

2.1 MB

Part 02-Module 03-Lesson 04_Random Forests/12. Outro.html

6.1 kB

Part 02-Module 03-Lesson 04_Random Forests/index.html

5.0 kB

Part 02-Module 03-Lesson 04_Random Forests/img/decision-trees-review-quiz.jpg

62 kB

Part 02-Module 03-Lesson 04_Random Forests/img/example-finance-tree.png

210 kB

Part 02-Module 03-Lesson 04_Random Forests/img/rf-for-alpha-combination.png

89 kB

Part 02-Module 03-Lesson 04_Random Forests/img/row-column-example-dataset.png

539 kB

Part 02-Module 03-Lesson 05_Feature Engineering/01. Intro.html

5.9 kB

Part 02-Module 03-Lesson 05_Feature Engineering/01. M7L5 Intro V1-lSJ3XajG1L8.mp4

1.9 MB

Part 02-Module 03-Lesson 05_Feature Engineering/02. Review Random Forests.html

7.7 kB

Part 02-Module 03-Lesson 05_Feature Engineering/03. M7L5 03 Setup Code Exercise V1-xlwlc6l7pXg.mp4

4.1 MB

Part 02-Module 03-Lesson 05_Feature Engineering/03. Setup Code Exercise.html

6.0 kB

Part 02-Module 03-Lesson 05_Feature Engineering/04. Feature Eng Exercise.html

7.1 kB

Part 02-Module 03-Lesson 05_Feature Engineering/05. M7L5 6 V1-R8kfSvnHA3k.mp4

5.2 MB

Part 02-Module 03-Lesson 05_Feature Engineering/05. M7L5 07 Volatility Dollar Volume Part 1 V2-H5hJOG1DjBU.mp4

4.5 MB

Part 02-Module 03-Lesson 05_Feature Engineering/05. M7L5 07 Volatility Dollar Volume Part 2 V1-1WK5VAMzQ2Q.mp4

5.7 MB

Part 02-Module 03-Lesson 05_Feature Engineering/05. M7L5 07 Volatility Dollar Volume Part 3 V1-xwBdEXXTu1s.mp4

1.8 MB

Part 02-Module 03-Lesson 05_Feature Engineering/05. M7L5 07 Volatility Dollar Volume Solution V1-FBOlA2NaK3k.mp4

5.5 MB

Part 02-Module 03-Lesson 05_Feature Engineering/05. Universal Quant Features.html

8.0 kB

Part 02-Module 03-Lesson 05_Feature Engineering/06. M7L5 9 V1-x7ON_-QrpHQ.mp4

4.5 MB

Part 02-Module 03-Lesson 05_Feature Engineering/06. M7L5 09 Dispersion Intro Part 1 V2-xCGuuymx180.mp4

3.2 MB

Part 02-Module 03-Lesson 05_Feature Engineering/06. M7L5 09 Dispersion Intro Part 2 V1-waeV2fKGeW8.mp4

1.4 MB

Part 02-Module 03-Lesson 05_Feature Engineering/06. M7L5 10 Dispersion Solution V1-S5lzU1nAuhU.mp4

3.7 MB

Part 02-Module 03-Lesson 05_Feature Engineering/06. Market Dispersion.html

7.0 kB

Part 02-Module 03-Lesson 05_Feature Engineering/07. M7L5 12 V1-cHU7Sh12eOo.mp4

5.5 MB

Part 02-Module 03-Lesson 05_Feature Engineering/07. M7L5 13 Marketvol Intro V1-G03W42Z5RSo.mp4

3.2 MB

Part 02-Module 03-Lesson 05_Feature Engineering/07. M7L5 13 Marketvol Solution V1-yR1eWiv1jTM.mp4

5.3 MB

Part 02-Module 03-Lesson 05_Feature Engineering/07. Market Volatility.html

6.7 kB

Part 02-Module 03-Lesson 05_Feature Engineering/08. M7L5 15 V1 (1)-Q5CZxxKXAB8.mp4

2.4 MB

Part 02-Module 03-Lesson 05_Feature Engineering/08. M7L5 16 Sector Intro Part 2 V1-DmYfsKS6kRM.mp4

3.5 MB

Part 02-Module 03-Lesson 05_Feature Engineering/08. M7L5 16 Sector Intro Part 3 V1-sywFquETqso.mp4

1.2 MB

Part 02-Module 03-Lesson 05_Feature Engineering/08. M7L5 16 Sector Intro V2-NSp_qX8s_B0.mp4

3.5 MB

Part 02-Module 03-Lesson 05_Feature Engineering/08. M7L5 17 Sector Solution V1-I9iFbxzIu60.mp4

2.6 MB

Part 02-Module 03-Lesson 05_Feature Engineering/08. Sector.html

7.2 kB

Part 02-Module 03-Lesson 05_Feature Engineering/09. Date Parts.html

7.6 kB

Part 02-Module 03-Lesson 05_Feature Engineering/09. M7L5 18 V1-7LESwsbt70s.mp4

6.2 MB

Part 02-Module 03-Lesson 05_Feature Engineering/09. M7L5 19 Dates Intro Part 1 V2-IXlHYPjcQ-o.mp4

5.8 MB

Part 02-Module 03-Lesson 05_Feature Engineering/09. M7L5 19 Dates Intro Part 2 V1--I-jF0Ikli0.mp4

2.2 MB

Part 02-Module 03-Lesson 05_Feature Engineering/09. M7L5 19 Dates Intro Part 3 V1-QOwy_XTIAes.mp4

2.5 MB

Part 02-Module 03-Lesson 05_Feature Engineering/09. M7L5 19 Dates Intro Part 4 V1-Eg9DvNMi1v8.mp4

4.3 MB

Part 02-Module 03-Lesson 05_Feature Engineering/09. M7L5 19 Dates Solution Part 1 V2-CliBAanDEhk.mp4

3.6 MB

Part 02-Module 03-Lesson 05_Feature Engineering/09. M7L5 19 Dates Solution Part 2 V1-UhtIVQ8YGvI.mp4

7.2 MB

Part 02-Module 03-Lesson 05_Feature Engineering/10. M7L5 22 V1-34bV5mYUJAI.mp4

7.0 MB

Part 02-Module 03-Lesson 05_Feature Engineering/10. M7L5 23 Targets Intro V1-yaKHIvm7cXY.mp4

2.2 MB

Part 02-Module 03-Lesson 05_Feature Engineering/10. M7L5 24 Targets Solution V2-rC27Xoeyes0.mp4

2.0 MB

Part 02-Module 03-Lesson 05_Feature Engineering/10. Targets (Labels).html

6.7 kB

Part 02-Module 03-Lesson 05_Feature Engineering/11. M7L5 28 V1-Ffax3lTKAs0.mp4

4.0 MB

Part 02-Module 03-Lesson 05_Feature Engineering/11. M7L5 Outro V1-k7DsfRhDwLQ.mp4

1.8 MB

Part 02-Module 03-Lesson 05_Feature Engineering/11. Outro.html

6.6 kB

Part 02-Module 03-Lesson 05_Feature Engineering/index.html

4.8 kB

Part 02-Module 03-Lesson 06_Overlapping Labels/01. Intro.html

5.7 kB

Part 02-Module 03-Lesson 06_Overlapping Labels/01. L6 01 HS Intro V2-zUOOluyHe_E.mp4

2.3 MB

Part 02-Module 03-Lesson 06_Overlapping Labels/02. Review Feature Engineering.html

7.6 kB

Part 02-Module 03-Lesson 06_Overlapping Labels/03. Frame the Problem.html

6.3 kB

Part 02-Module 03-Lesson 06_Overlapping Labels/03. L6 03 HS The Problem V4-4nTtrMyP6zQ.mp4

2.7 MB

Part 02-Module 03-Lesson 06_Overlapping Labels/04. L6 05 HS Subsample Rows V4-IAl8kotkzYg.mp4

1.8 MB

Part 02-Module 03-Lesson 06_Overlapping Labels/04. Simple Solution.html

5.7 kB

Part 02-Module 03-Lesson 06_Overlapping Labels/05. L6 06 HS Adjust Bag Size V4-BZbgljJnGYE.mp4

1.6 MB

Part 02-Module 03-Lesson 06_Overlapping Labels/05. Possible Solution 2.html

6.4 kB

Part 02-Module 03-Lesson 06_Overlapping Labels/06. L6 08 HS Ensemble Models Trained On Nonoverlapping Periods V5-YiXkL-Ts67I.mp4

530 kB

Part 02-Module 03-Lesson 06_Overlapping Labels/06. Possible Solution 3.html

6.1 kB

Part 02-Module 03-Lesson 06_Overlapping Labels/07. Dependent Labels Exercise.html

6.5 kB

Part 02-Module 03-Lesson 06_Overlapping Labels/08. L6 11 HS Foreshadow V2-iXqYUwpFTqs.mp4

2.6 MB

Part 02-Module 03-Lesson 06_Overlapping Labels/08. Outro.html

5.6 kB

Part 02-Module 03-Lesson 06_Overlapping Labels/index.html

4.6 kB

Part 02-Module 03-Lesson 07_Feature Importance/01. Intro.html

6.5 kB

Part 02-Module 03-Lesson 07_Feature Importance/01. L7 Intro V1-tNGSsp6vUvY.mp4

3.0 MB

Part 02-Module 03-Lesson 07_Feature Importance/02. Feature Importance in Finance.html

6.6 kB

Part 02-Module 03-Lesson 07_Feature Importance/02. L7 H3 V1-xaXHTDANbnc.mp4

2.5 MB

Part 02-Module 03-Lesson 07_Feature Importance/03. Feature Importance in Scikit-learn.html

6.6 kB

Part 02-Module 03-Lesson 07_Feature Importance/03. L7 H4 V1-CHo9WLLAOl0.mp4

2.0 MB

Part 02-Module 03-Lesson 07_Feature Importance/04. sklearn Exercise.html

7.9 kB

Part 02-Module 03-Lesson 07_Feature Importance/05. M7L7 07 Sklearn Code Intro Part 1 V3-1lkQSp6FHgo.mp4

6.2 MB

Part 02-Module 03-Lesson 07_Feature Importance/05. M7L7 07 Sklearn Code Intro Part 2 V1-ZxfpUIY_AcE.mp4

6.0 MB

Part 02-Module 03-Lesson 07_Feature Importance/05. M7L7 07 Sklearn Code Intro Part 3 V1-e6SZrnZxaTI.mp4

7.1 MB

Part 02-Module 03-Lesson 07_Feature Importance/05. M7L7 07 Sklearn Code Intro Part 4 V1-l614btyXRCI.mp4

6.1 MB

Part 02-Module 03-Lesson 07_Feature Importance/05. M7L7 08 Gini Intro V1-_Ar4nlfUUEM.mp4

4.2 MB

Part 02-Module 03-Lesson 07_Feature Importance/05. M7L7 09 Gini Solution V1-xCjkhgQDTu4.mp4

3.6 MB

Part 02-Module 03-Lesson 07_Feature Importance/05. M7L7 10 Node Importance Intro V1-Q7KJgKCm8cs.mp4

5.6 MB

Part 02-Module 03-Lesson 07_Feature Importance/05. M7L7 11 Node Importance Solution V1-Il0GsMMyTcM.mp4

2.1 MB

Part 02-Module 03-Lesson 07_Feature Importance/05. M7L7 12 Feature Importance Intro V1-v4Ksjo3snnI.mp4

2.3 MB

Part 02-Module 03-Lesson 07_Feature Importance/05. M7L7 13 Feature Importance Solution V1-C0_ngrOk-TA.mp4

1.8 MB

Part 02-Module 03-Lesson 07_Feature Importance/05. sklearn Code Walkthrough (Optional).html

10 kB

Part 02-Module 03-Lesson 07_Feature Importance/06. When Feature Importance is Inconsistent.html

7.7 kB

Part 02-Module 03-Lesson 07_Feature Importance/07. L7 HS17 V1-k0vANVo-5Ek.mp4

5.9 MB

Part 02-Module 03-Lesson 07_Feature Importance/07. Shapley Additive Explanations.html

6.5 kB

Part 02-Module 03-Lesson 07_Feature Importance/08. Shap Exercise.html

7.8 kB

Part 02-Module 03-Lesson 07_Feature Importance/09. M7L7 20 Shap Intro V1-AhZN3Bv_OCg.mp4

6.8 MB

Part 02-Module 03-Lesson 07_Feature Importance/09. M7L7 21 Optional Explanation Part 1 V2-7shDUICrpro.mp4

7.7 MB

Part 02-Module 03-Lesson 07_Feature Importance/09. M7L7 21 Optional Explanation Part 2 V1-zpn4NQNQJh8.mp4

4.0 MB

Part 02-Module 03-Lesson 07_Feature Importance/09. M7L7 21 Optional Explanation Part 3 V1-xkhSC032Fxs.mp4

5.1 MB

Part 02-Module 03-Lesson 07_Feature Importance/09. M7L7 22 CaseA Part 1 V2-2X9531oXeJY.mp4

7.4 MB

Part 02-Module 03-Lesson 07_Feature Importance/09. M7L7 22 CaseA Part 2 V1-Kuwa4DkNBZs.mp4

6.8 MB

Part 02-Module 03-Lesson 07_Feature Importance/09. M7L7 22 CaseA Part 3 V1-EM21p54qrp0.mp4

5.8 MB

Part 02-Module 03-Lesson 07_Feature Importance/09. M7L7 23 CaseB Intro V1-8RKZrweh0Mw.mp4

5.0 MB

Part 02-Module 03-Lesson 07_Feature Importance/09. M7L7 24 CaseB Solution T2 V1-lNlhJhtCdxE.mp4

7.2 MB

Part 02-Module 03-Lesson 07_Feature Importance/09. M7L7 25 CaseC Intro V1-C6i12sqcgtY.mp4

2.0 MB

Part 02-Module 03-Lesson 07_Feature Importance/09. M7L7 26 CaseC Solution V1-jcAiG0nLByI.mp4

4.9 MB

Part 02-Module 03-Lesson 07_Feature Importance/09. M7L7 27 CaseD Intro V1-Z9nChsPuIbY.mp4

1.4 MB

Part 02-Module 03-Lesson 07_Feature Importance/09. M7L7 28 CaseD Solution V1-gRSj2_SBwnM.mp4

4.1 MB

Part 02-Module 03-Lesson 07_Feature Importance/09. M7L7 29 Shapley Intro V1-yOfZDm99Vac.mp4

3.4 MB

Part 02-Module 03-Lesson 07_Feature Importance/09. M7L7 30 Shapley Solution V1-YmCSCA8Psgk.mp4

1.6 MB

Part 02-Module 03-Lesson 07_Feature Importance/09. M7L7 31 Discussion Intro V1-0wNk_7Smmoc.mp4

1.9 MB

Part 02-Module 03-Lesson 07_Feature Importance/09. M7L7 32 Discussion Solution V1-pxmaMYOtNys.mp4

3.1 MB

Part 02-Module 03-Lesson 07_Feature Importance/09. Shapley Code Walkthrough (Optional).html

12 kB

Part 02-Module 03-Lesson 07_Feature Importance/10. Tree Shap Exercise.html

7.9 kB

Part 02-Module 03-Lesson 07_Feature Importance/11. M7L7 35 Tree Shap Intro V1-Si3r4-VR0CU.mp4

5.2 MB

Part 02-Module 03-Lesson 07_Feature Importance/11. M7L7 36 Algorithm Part 1 V2-4ko5-Ck-yCQ.mp4

3.8 MB

Part 02-Module 03-Lesson 07_Feature Importance/11. M7L7 36 Algorithm Part 2 V1-g1nevC4NU2U.mp4

5.5 MB

Part 02-Module 03-Lesson 07_Feature Importance/11. M7L7 37 Attributes V1-IMhB5bOK7Wg.mp4

7.3 MB

Part 02-Module 03-Lesson 07_Feature Importance/11. M7L7 38 Proportion Intro V1-gMkMy0BeuaU.mp4

1.7 MB

Part 02-Module 03-Lesson 07_Feature Importance/11. M7L7 39 Proportion Solution V1-i03PYAy2ijE.mp4

3.7 MB

Part 02-Module 03-Lesson 07_Feature Importance/11. M7L7 40 Wrapper Intro V1-IfwRHDSxwPs.mp4

2.8 MB

Part 02-Module 03-Lesson 07_Feature Importance/11. M7L7 41 Wrapper Solution V1-27tEa_Bpq20.mp4

4.3 MB

Part 02-Module 03-Lesson 07_Feature Importance/11. M7L7 42 Prediction Intro Part 1 V2-MLAnUO0BSr0.mp4

2.0 MB

Part 02-Module 03-Lesson 07_Feature Importance/11. M7L7 42 Prediction Intro Part 2 V1-DG-HiRum1JU.mp4

9.3 MB

Part 02-Module 03-Lesson 07_Feature Importance/11. M7L7 43 Prediction Solution Part 1 V2-VgtWMV2GIic.mp4

7.1 MB

Part 02-Module 03-Lesson 07_Feature Importance/11. M7L7 43 Prediction Solution Part 2 V1-y-vY_23kSU0.mp4

1.8 MB

Part 02-Module 03-Lesson 07_Feature Importance/11. M7L7 44 Weight Intro V1-1cautGeQWDE.mp4

604 kB

Part 02-Module 03-Lesson 07_Feature Importance/11. M7L7 45 Weight Solution V1-VTQJc3Q7m9M.mp4

954 kB

Part 02-Module 03-Lesson 07_Feature Importance/11. M7L7 46 Marginal Intro V1-RhDVEN3vHc8.mp4

2.5 MB

Part 02-Module 03-Lesson 07_Feature Importance/11. M7L7 47 Marginal Solution V1-HINVjMBV6O8.mp4

4.2 MB

Part 02-Module 03-Lesson 07_Feature Importance/11. M7L7 48 Subsets Intro V1-ddoL_RcpZAc.mp4

2.4 MB

Part 02-Module 03-Lesson 07_Feature Importance/11. M7L7 49 Subsets Solution V1-YfwUDZ_hNKI.mp4

5.7 MB

Part 02-Module 03-Lesson 07_Feature Importance/11. M7L7 50 Shap One Intro V1 (1)-BKD_FseE6Z4.mp4

8.3 MB

Part 02-Module 03-Lesson 07_Feature Importance/11. M7L7 51 Shap One Solution V2 (1)-Q0qAsUz2gnU.mp4

8.3 MB

Part 02-Module 03-Lesson 07_Feature Importance/11. M7L7 52 Shap All V1 (1)--hYuszY7ffo.mp4

1.9 MB

Part 02-Module 03-Lesson 07_Feature Importance/11. M7L7 53 Additive Feature Att Part 1 V2-uTpfEfHp_KA.mp4

4.9 MB

Part 02-Module 03-Lesson 07_Feature Importance/11. M7L7 53 Additive Feature Att Part 2 V1-ah171-grqus.mp4

6.6 MB

Part 02-Module 03-Lesson 07_Feature Importance/11. M7L7 54 Test1 V1-6yMdxyiykeg.mp4

3.6 MB

Part 02-Module 03-Lesson 07_Feature Importance/11. M7L7 55 Test2 V1-36-igThq7yI.mp4

3.4 MB

Part 02-Module 03-Lesson 07_Feature Importance/11. M7L7 56 Test3 V1-W_N9wjVnfBk.mp4

1.9 MB

Part 02-Module 03-Lesson 07_Feature Importance/11. Tree Shap Code Walkthrough (Optional).html

15 kB

Part 02-Module 03-Lesson 07_Feature Importance/12. Rank Features Exercise.html

7.8 kB

Part 02-Module 03-Lesson 07_Feature Importance/13. M7L7 59 Run Starter Code V1-T3K68vodL5E.mp4

3.2 MB

Part 02-Module 03-Lesson 07_Feature Importance/13. M7L7 60 Rank Sklearn V1-qZc-VBI4wY0.mp4

2.0 MB

Part 02-Module 03-Lesson 07_Feature Importance/13. M7L7 61 Rank Sklearn Solution V1-p6_reRrh3p0.mp4

1.5 MB

Part 02-Module 03-Lesson 07_Feature Importance/13. M7L7 62 Shap V1-KidZpvQ9Sus.mp4

4.7 MB

Part 02-Module 03-Lesson 07_Feature Importance/13. M7L7 63 Local Global V1-8JiJ3R2F3Ng.mp4

2.1 MB

Part 02-Module 03-Lesson 07_Feature Importance/13. M7L7 64 Rank Shap Intro V1-7b_CpMxqVYc.mp4

2.6 MB

Part 02-Module 03-Lesson 07_Feature Importance/13. M7L7 65 Rank Shap Solution V1-jkAxXatozUo.mp4

4.7 MB

Part 02-Module 03-Lesson 07_Feature Importance/13. M7L7 66 Discussion V1-oTUWNw8X45M.mp4

5.1 MB

Part 02-Module 03-Lesson 07_Feature Importance/13. Ranking Features Walkthrough (optional).html

9.3 kB

Part 02-Module 03-Lesson 07_Feature Importance/14. L7 Outro V1-Y2E-XN3lnWM.mp4

1.5 MB

Part 02-Module 03-Lesson 07_Feature Importance/14. Outro.html

6.8 kB

Part 02-Module 03-Lesson 07_Feature Importance/index.html

5.3 kB

Part 02-Module 03-Lesson 08_Project 7 Combining Signals for Enhanced Alpha/01. Project Description.html

5.7 kB

Part 02-Module 03-Lesson 08_Project 7 Combining Signals for Enhanced Alpha/02. Project 7 Workspace.html

6.1 kB

Part 02-Module 03-Lesson 08_Project 7 Combining Signals for Enhanced Alpha/index.html

4.5 kB

Part 02-Module 03-Lesson 08_Project 7 Combining Signals for Enhanced Alpha/Project Description - Combining Signals for Enhanced Alpha.html

5.3 kB

Part 02-Module 03-Lesson 08_Project 7 Combining Signals for Enhanced Alpha/Project Rubric - Combining Signals for Enhanced Alpha.html

8.4 kB

Part 02-Module 04-Lesson 01_Take 30 Min to Improve your LinkedIn/01. Get Opportunities with LinkedIn.html

10 kB

Part 02-Module 04-Lesson 01_Take 30 Min to Improve your LinkedIn/01. Why Network-exjEm9Paszk.mp4

5.8 MB

Part 02-Module 04-Lesson 01_Take 30 Min to Improve your LinkedIn/02. Meet Chris-0ccflD9x5WU.mp4

9.0 MB

Part 02-Module 04-Lesson 01_Take 30 Min to Improve your LinkedIn/02. Use Your Story to Stand Out.html

8.1 kB

Part 02-Module 04-Lesson 01_Take 30 Min to Improve your LinkedIn/03. Elevator Pitch-S-nAHPrkQrQ.mp4

5.9 MB

Part 02-Module 04-Lesson 01_Take 30 Min to Improve your LinkedIn/03. Why Use an Elevator Pitch.html

6.7 kB

Part 02-Module 04-Lesson 01_Take 30 Min to Improve your LinkedIn/04. Create Your Elevator Pitch.html

7.1 kB

Part 02-Module 04-Lesson 01_Take 30 Min to Improve your LinkedIn/04. Elevator Pitch-0QtgTG49E9I.mp4

3.0 MB

Part 02-Module 04-Lesson 01_Take 30 Min to Improve your LinkedIn/04. Pitching to a Recruiter-LxAdWaA-qTQ.mp4

3.0 MB

Part 02-Module 04-Lesson 01_Take 30 Min to Improve your LinkedIn/05. Use Your Elevator Pitch on LinkedIn.html

9.8 kB

Part 02-Module 04-Lesson 01_Take 30 Min to Improve your LinkedIn/06. Create Your Profile With SEO In Mind.html

9.5 kB

Part 02-Module 04-Lesson 01_Take 30 Min to Improve your LinkedIn/07. Profile Essentials.html

11 kB

Part 02-Module 04-Lesson 01_Take 30 Min to Improve your LinkedIn/08. Work Experiences & Accomplishments.html

9.8 kB

Part 02-Module 04-Lesson 01_Take 30 Min to Improve your LinkedIn/09. Build and Strengthen Your Network.html

11 kB

Part 02-Module 04-Lesson 01_Take 30 Min to Improve your LinkedIn/10. Reaching Out on LinkedIn.html

9.4 kB

Part 02-Module 04-Lesson 01_Take 30 Min to Improve your LinkedIn/11. Boost Your Visibility.html

8.6 kB

Part 02-Module 04-Lesson 01_Take 30 Min to Improve your LinkedIn/12. Up Next.html

8.1 kB

Part 02-Module 04-Lesson 01_Take 30 Min to Improve your LinkedIn/index.html

5.4 kB

Part 02-Module 04-Lesson 01_Take 30 Min to Improve your LinkedIn/Project Description - Improve Your LinkedIn Profile.html

8.1 kB

Part 02-Module 04-Lesson 01_Take 30 Min to Improve your LinkedIn/Project Rubric - Improve Your LinkedIn Profile.html

16 kB

Part 02-Module 04-Lesson 01_Take 30 Min to Improve your LinkedIn/img/profile-pics.jpg

596 kB

Part 02-Module 04-Lesson 01_Take 30 Min to Improve your LinkedIn/img/redacted-linkedinresults.png

231 kB

Part 02-Module 04-Lesson 01_Take 30 Min to Improve your LinkedIn/img/screen-shot-2018-02-23-at-5.00.25-pm.png

754 kB

Part 02-Module 04-Lesson 01_Take 30 Min to Improve your LinkedIn/img/screen-shot-2018-02-23-at-5.11.40-pm.png

201 kB

Part 02-Module 04-Lesson 01_Take 30 Min to Improve your LinkedIn/img/screen-shot-2018-09-21-at-11.36.43-am.png

1.7 MB

Part 02-Module 04-Lesson 01_Take 30 Min to Improve your LinkedIn/img/screen-shot-2018-09-21-at-12.02.03-pm.png

56 kB

Part 02-Module 04-Lesson 01_Take 30 Min to Improve your LinkedIn/img/speaking.png

17 kB

Part 02-Module 04-Lesson 01_Take 30 Min to Improve your LinkedIn/media/unnamed-project-desc-0.gif

95 kB

Part 02-Module 04-Lesson 01_Take 30 Min to Improve your LinkedIn/media/unnamed-project-desc-1.gif

19 kB

Part 02-Module 04-Lesson 02_Optimize Your GitHub Profile/01. Prove Your Skills With GitHub.html

11 kB

Part 02-Module 04-Lesson 02_Optimize Your GitHub Profile/02. Introduction-Vnj2VNQROtI.mp4

2.6 MB

Part 02-Module 04-Lesson 02_Optimize Your GitHub Profile/02. Introduction.html

7.5 kB

Part 02-Module 04-Lesson 02_Optimize Your GitHub Profile/03. GitHub profile important items-prvPVTjVkwQ.mp4

2.6 MB

Part 02-Module 04-Lesson 02_Optimize Your GitHub Profile/03. GitHub profile important items.html

7.6 kB

Part 02-Module 04-Lesson 02_Optimize Your GitHub Profile/04. Good GitHub repository-qBi8Q1EJdfQ.mp4

2.1 MB

Part 02-Module 04-Lesson 02_Optimize Your GitHub Profile/04. Good GitHub repository.html

7.3 kB

Part 02-Module 04-Lesson 02_Optimize Your GitHub Profile/05. Interview with Art - Part 1-ClLYamtaO-Q.mp4

6.4 MB

Part 02-Module 04-Lesson 02_Optimize Your GitHub Profile/05. Interview with Art - Part 1.html

7.3 kB

Part 02-Module 04-Lesson 02_Optimize Your GitHub Profile/06. Identify fixes for example “bad” profile-AF07y1oAim0.mp4

569 kB

Part 02-Module 04-Lesson 02_Optimize Your GitHub Profile/06. Identify fixes for example “bad” profile-ncFtwW5urHk.mp4

1.3 MB

Part 02-Module 04-Lesson 02_Optimize Your GitHub Profile/06. Identify fixes for example “bad” profile.html

9.6 kB

Part 02-Module 04-Lesson 02_Optimize Your GitHub Profile/07. Quick Fixes #1.html

7.2 kB

Part 02-Module 04-Lesson 02_Optimize Your GitHub Profile/07. Quick Fixes-Lb9e2KemR6I.mp4

2.3 MB

Part 02-Module 04-Lesson 02_Optimize Your GitHub Profile/08. Quick Fixes #2-It6AEuSDQw0.mp4

577 kB

Part 02-Module 04-Lesson 02_Optimize Your GitHub Profile/08. Quick Fixes #2.html

8.2 kB

Part 02-Module 04-Lesson 02_Optimize Your GitHub Profile/09. Writing READMEs with Walter-DQEfT2Zq5_o.mp4

1.8 MB

Part 02-Module 04-Lesson 02_Optimize Your GitHub Profile/09. Writing READMEs with Walter.html

7.6 kB

Part 02-Module 04-Lesson 02_Optimize Your GitHub Profile/10. Interview with Art - Part 2-Vvzl2J5K7-Y.mp4

3.5 MB

Part 02-Module 04-Lesson 02_Optimize Your GitHub Profile/10. Interview with Art - Part 2.html

7.3 kB

Part 02-Module 04-Lesson 02_Optimize Your GitHub Profile/11. Commit messages best practices.html

10 kB

Part 02-Module 04-Lesson 02_Optimize Your GitHub Profile/12. Reflect on your commit messages-_0AHmKkfjTo.mp4

724 kB

Part 02-Module 04-Lesson 02_Optimize Your GitHub Profile/12. Reflect on your commit messages.html

7.9 kB

Part 02-Module 04-Lesson 02_Optimize Your GitHub Profile/13. Participating in open source projects-OxL-gMTizUA.mp4

674 kB

Part 02-Module 04-Lesson 02_Optimize Your GitHub Profile/13. Participating in open source projects.html

7.6 kB

Part 02-Module 04-Lesson 02_Optimize Your GitHub Profile/14. Interview with Art - Part 3-M6PKr3S1rPg.mp4

7.0 MB

Part 02-Module 04-Lesson 02_Optimize Your GitHub Profile/14. Interview with Art - Part 3.html

7.3 kB

Part 02-Module 04-Lesson 02_Optimize Your GitHub Profile/15. Participating in open source projects 2-elZCLxVvJrY.mp4

2.0 MB

Part 02-Module 04-Lesson 02_Optimize Your GitHub Profile/15. Participating in open source projects 2.html

7.3 kB

Part 02-Module 04-Lesson 02_Optimize Your GitHub Profile/16. Starring interesting repositories-U3FUxkm1MxI.mp4

602 kB

Part 02-Module 04-Lesson 02_Optimize Your GitHub Profile/16. Starring interesting repositories-ZwMY5rAAd7Q.mp4

850 kB

Part 02-Module 04-Lesson 02_Optimize Your GitHub Profile/16. Starring interesting repositories.html

8.1 kB

Part 02-Module 04-Lesson 02_Optimize Your GitHub Profile/17. Next Steps.html

8.1 kB

Part 02-Module 04-Lesson 02_Optimize Your GitHub Profile/index.html

5.9 kB

Part 02-Module 04-Lesson 02_Optimize Your GitHub Profile/Project Description - Optimize Your GitHub Profile.html

10 kB

Part 02-Module 04-Lesson 02_Optimize Your GitHub Profile/Project Rubric - Optimize Your GitHub Profile.html

9.9 kB

Part 02-Module 04-Lesson 02_Optimize Your GitHub Profile/img/6485174133.gif

458 kB

Part 02-Module 04-Lesson 02_Optimize Your GitHub Profile/img/6499079068.gif

446 kB

Part 02-Module 04-Lesson 02_Optimize Your GitHub Profile/img/6509638772.gif

711 kB

Part 02-Module 04-Lesson 02_Optimize Your GitHub Profile/img/6551597473.gif

444 kB

Part 02-Module 04-Lesson 02_Optimize Your GitHub Profile/img/mat-leonard-circle.png

385 kB

Part 02-Module 05-Lesson 01_Intro to Backtesting/01. Intro.html

6.0 kB

Part 02-Module 05-Lesson 01_Intro to Backtesting/01. M8L1 01 Intro V2-RjUIPy_robk.mp4

1.6 MB

Part 02-Module 05-Lesson 01_Intro to Backtesting/02. M8L1 06 What Is A Backtest V4-q2dW6-ZRaXE.mp4

6.0 MB

Part 02-Module 05-Lesson 01_Intro to Backtesting/02. What is a Backtest.html

6.0 kB

Part 02-Module 05-Lesson 01_Intro to Backtesting/03. Backtest Validity.html

6.0 kB

Part 02-Module 05-Lesson 01_Intro to Backtesting/03. M8L1 07 Backtest Validity V5-KTlrel9p6Q0.mp4

8.2 MB

Part 02-Module 05-Lesson 01_Intro to Backtesting/04. Backtest Overfitting.html

6.5 kB

Part 02-Module 05-Lesson 01_Intro to Backtesting/04. M8L1 08 Backtest Overfitting V2-MnWHGIiqjns.mp4

5.2 MB

Part 02-Module 05-Lesson 01_Intro to Backtesting/05. M8L1 10 Overtrading V2-0cdGLRDI_Sk.mp4

3.2 MB

Part 02-Module 05-Lesson 01_Intro to Backtesting/05. Overtrading.html

6.0 kB

Part 02-Module 05-Lesson 01_Intro to Backtesting/06. Backtest Best Practices.html

7.5 kB

Part 02-Module 05-Lesson 01_Intro to Backtesting/07. M8L1 14 Structural Changes V1-EaxepBSycbQ.mp4

4.5 MB

Part 02-Module 05-Lesson 01_Intro to Backtesting/07. Structural Changes.html

7.2 kB

Part 02-Module 05-Lesson 01_Intro to Backtesting/08. Gradient Boosting.html

7.8 kB

Part 02-Module 05-Lesson 01_Intro to Backtesting/08. MLND SL EM 03 AdaBoost V1 MAIN V1-HD6SRBWKGUE.mp4

2.2 MB

Part 02-Module 05-Lesson 01_Intro to Backtesting/09. Overfitting Exercise.html

6.8 kB

Part 02-Module 05-Lesson 01_Intro to Backtesting/10. AI in Finance Interview.html

6.3 kB

Part 02-Module 05-Lesson 01_Intro to Backtesting/10. NewsRoom Liz Short V2-vqHsk3hjBLU.mp4

9.4 MB

Part 02-Module 05-Lesson 01_Intro to Backtesting/11. M8L1 15 Outro V1-mFk_HYJLF1w.mp4

801 kB

Part 02-Module 05-Lesson 01_Intro to Backtesting/11. Outro.html

5.8 kB

Part 02-Module 05-Lesson 01_Intro to Backtesting/index.html

4.8 kB

Part 02-Module 05-Lesson 02_Optimization with Transaction Costs/01. intro.html

7.1 kB

Part 02-Module 05-Lesson 02_Optimization with Transaction Costs/01. M82 Intro V1-WQ95rYDyVSA.mp4

1.8 MB

Part 02-Module 05-Lesson 02_Optimization with Transaction Costs/02. exercise.html

7.7 kB

Part 02-Module 05-Lesson 02_Optimization with Transaction Costs/03. barra data.html

7.0 kB

Part 02-Module 05-Lesson 02_Optimization with Transaction Costs/03. M8l2 02 Barra Data Take2 V1-7WjYfvpLSTM.mp4

6.3 MB

Part 02-Module 05-Lesson 02_Optimization with Transaction Costs/04. M8l2 04 Time Offset Take2 V1-TYYV3MnhCP0.mp4

2.7 MB

Part 02-Module 05-Lesson 02_Optimization with Transaction Costs/04. time offsets.html

6.9 kB

Part 02-Module 05-Lesson 02_Optimization with Transaction Costs/05. holdings in dollars.html

6.9 kB

Part 02-Module 05-Lesson 02_Optimization with Transaction Costs/05. M8l2 05 Holdings Dollars V1-GKA0cpKx0BE.mp4

3.1 MB

Part 02-Module 05-Lesson 02_Optimization with Transaction Costs/06. M8l2 06 Scaling Alpha V2--gXKutS0jQc.mp4

4.3 MB

Part 02-Module 05-Lesson 02_Optimization with Transaction Costs/06. scaling alpha factor.html

6.8 kB

Part 02-Module 05-Lesson 02_Optimization with Transaction Costs/07. M8l2 07 Tcost Part1 V1-E8di2Qu9Ogo.mp4

850 kB

Part 02-Module 05-Lesson 02_Optimization with Transaction Costs/07. M8l2 07 Tcost Part2 V1-mWMFwCkWEFk.mp4

2.2 MB

Part 02-Module 05-Lesson 02_Optimization with Transaction Costs/07. M8l2 07 Tcost Part3 V2-ZFAZASS1m54.mp4

2.7 MB

Part 02-Module 05-Lesson 02_Optimization with Transaction Costs/07. Transaction Costs.html

9.4 kB

Part 02-Module 05-Lesson 02_Optimization with Transaction Costs/08. M8l2 10 Linear Impact V2-ntAIxAOzQQM.mp4

2.7 MB

Part 02-Module 05-Lesson 02_Optimization with Transaction Costs/08. Transaction cost formula.html

7.2 kB

Part 02-Module 05-Lesson 02_Optimization with Transaction Costs/09. Linear Transaction cost model.html

7.9 kB

Part 02-Module 05-Lesson 02_Optimization with Transaction Costs/09. M8l2 18 Linear Price Impact Part2 V2-aTNfxMjEg3w.mp4

3.8 MB

Part 02-Module 05-Lesson 02_Optimization with Transaction Costs/10. M8l2 11 Optimization Without Constraints Part1 V2-l8UOQTmyyUw.mp4

1.3 MB

Part 02-Module 05-Lesson 02_Optimization with Transaction Costs/10. M8l2 12 Optimization Without Constraints Part2 V2-fvwhoqt9U70.mp4

3.1 MB

Part 02-Module 05-Lesson 02_Optimization with Transaction Costs/10. Optimization without constraints.html

8.4 kB

Part 02-Module 05-Lesson 02_Optimization with Transaction Costs/11. M8l2 13 Risk Factor Matrix V2-Obwjj-Fs2LM.mp4

2.5 MB

Part 02-Module 05-Lesson 02_Optimization with Transaction Costs/11. Risk Factor Matrix.html

7.3 kB

Part 02-Module 05-Lesson 02_Optimization with Transaction Costs/12. Avoid N by N matrix.html

7.7 kB

Part 02-Module 05-Lesson 02_Optimization with Transaction Costs/12. M8l2 14 N By N Matrix V3-qYAWhI8hk7U.mp4

1.6 MB

Part 02-Module 05-Lesson 02_Optimization with Transaction Costs/13. M8l2 16 Risk Aversion V1-tmTqo-yfQKE.mp4

1.1 MB

Part 02-Module 05-Lesson 02_Optimization with Transaction Costs/13. risk aversion parameter.html

6.9 kB

Part 02-Module 05-Lesson 02_Optimization with Transaction Costs/14. M8l2 17 Objective Function Gradient V1-MXQTfFrZ44Y.mp4

950 kB

Part 02-Module 05-Lesson 02_Optimization with Transaction Costs/14. objective function, gradient and optimizer.html

7.4 kB

Part 02-Module 05-Lesson 02_Optimization with Transaction Costs/15. M82 Outro V1-GbWg0wSTDfk.mp4

2.2 MB

Part 02-Module 05-Lesson 02_Optimization with Transaction Costs/15. outro.html

7.0 kB

Part 02-Module 05-Lesson 02_Optimization with Transaction Costs/16. ML for Trading interview.html

7.2 kB

Part 02-Module 05-Lesson 02_Optimization with Transaction Costs/16. NewsRoom Juan V2-DpO73QaXaOY.mp4

10 MB

Part 02-Module 05-Lesson 02_Optimization with Transaction Costs/index.html

5.3 kB

Part 02-Module 05-Lesson 02_Optimization with Transaction Costs/img/factor-cov.png

113 kB

Part 02-Module 05-Lesson 02_Optimization with Transaction Costs/img/factor-var.png

93 kB

Part 02-Module 05-Lesson 02_Optimization with Transaction Costs/img/screen-shot-2019-03-18-at-1.09.46-pm.png

56 kB

Part 02-Module 05-Lesson 02_Optimization with Transaction Costs/img/screen-shot-2019-03-18-at-1.09.56-pm.png

69 kB

Part 02-Module 05-Lesson 02_Optimization with Transaction Costs/img/screen-shot-2019-03-18-at-1.10.03-pm.png

73 kB

Part 02-Module 05-Lesson 02_Optimization with Transaction Costs/img/screen-shot-2019-03-18-at-1.14.37-pm.png

54 kB

Part 02-Module 05-Lesson 02_Optimization with Transaction Costs/img/screen-shot-2019-03-18-at-1.14.44-pm.png

56 kB

Part 02-Module 05-Lesson 02_Optimization with Transaction Costs/img/screen-shot-2019-03-18-at-1.14.51-pm.png

33 kB

Part 02-Module 05-Lesson 02_Optimization with Transaction Costs/img/screen-shot-2019-03-18-at-1.16.33-pm.png

59 kB

Part 02-Module 05-Lesson 02_Optimization with Transaction Costs/img/screen-shot-2019-03-18-at-1.18.17-pm.png

60 kB

Part 02-Module 05-Lesson 02_Optimization with Transaction Costs/img/screen-shot-2019-03-18-at-12.54.43-pm.png

65 kB

Part 02-Module 05-Lesson 02_Optimization with Transaction Costs/img/screen-shot-2019-03-18-at-12.55.32-pm.png

107 kB

Part 02-Module 05-Lesson 02_Optimization with Transaction Costs/img/screen-shot-2019-03-18-at-12.55.43-pm.png

115 kB

Part 02-Module 05-Lesson 02_Optimization with Transaction Costs/img/screen-shot-2019-03-18-at-12.56.03-pm.png

59 kB

Part 02-Module 05-Lesson 02_Optimization with Transaction Costs/img/tcost-1.png

61 kB

Part 02-Module 05-Lesson 02_Optimization with Transaction Costs/img/tcost-2.png

69 kB

Part 02-Module 05-Lesson 02_Optimization with Transaction Costs/img/tcost-3.png

55 kB

Part 02-Module 05-Lesson 02_Optimization with Transaction Costs/img/tocst-4.png

62 kB

Part 02-Module 05-Lesson 03_Attribution/01. Intro.html

5.8 kB

Part 02-Module 05-Lesson 03_Attribution/01. M8L4 01 Intro V1-sIh09ScQXCQ.mp4

555 kB

Part 02-Module 05-Lesson 03_Attribution/02. Review Multi-Factor Models.html

7.7 kB

Part 02-Module 05-Lesson 03_Attribution/03. Exposure Vector.html

5.9 kB

Part 02-Module 05-Lesson 03_Attribution/03. M8l3 04 Exposure Vector V1-CwzT8JST0Zg.mp4

899 kB

Part 02-Module 05-Lesson 03_Attribution/04. M8l3 05 Variance Decomposition V3-2V80v8sQl90.mp4

2.4 MB

Part 02-Module 05-Lesson 03_Attribution/04. Variance Decomposition.html

5.9 kB

Part 02-Module 05-Lesson 03_Attribution/05. M8l3 06 Performance Attribution V1-kLGjemiiPIs.mp4

2.6 MB

Part 02-Module 05-Lesson 03_Attribution/05. Performance Attribution.html

5.9 kB

Part 02-Module 05-Lesson 03_Attribution/06. Performance Attribution Exercise.html

6.7 kB

Part 02-Module 05-Lesson 03_Attribution/07. Attribution Reporting.html

7.5 kB

Part 02-Module 05-Lesson 03_Attribution/08. Understanding Portfolio Characteristics.html

6.9 kB

Part 02-Module 05-Lesson 03_Attribution/09. M8L4 010 Outro V1-PNnSfMm-7-s.mp4

643 kB

Part 02-Module 05-Lesson 03_Attribution/09. Outro.html

5.7 kB

Part 02-Module 05-Lesson 03_Attribution/index.html

4.7 kB

Part 02-Module 05-Lesson 03_Attribution/img/variance-decomp-1.png

74 kB

Part 02-Module 05-Lesson 03_Attribution/img/variance-decomp-2.png

115 kB

Part 02-Module 05-Lesson 04_Project 8 Backtesting/01. NewsRoom Eddy 1 V2-9MlGvKWQn_o.mp4

7.0 MB

Part 02-Module 05-Lesson 04_Project 8 Backtesting/01. Project Description.html

7.1 kB

Part 02-Module 05-Lesson 04_Project 8 Backtesting/02. Project 8 Workspace.html

6.2 kB

Part 02-Module 05-Lesson 04_Project 8 Backtesting/03. AITND Finish V2-g-a4ZNIPQqw.mp4

8.4 MB

Part 02-Module 05-Lesson 04_Project 8 Backtesting/03. Congratulations!.html

5.3 kB

Part 02-Module 05-Lesson 04_Project 8 Backtesting/index.html

4.4 kB

Part 02-Module 05-Lesson 04_Project 8 Backtesting/Project Description - Backtesting.html

5.2 kB

Part 02-Module 05-Lesson 04_Project 8 Backtesting/Project Rubric - Backtesting.html

15 kB

Part 03-Module 01-Lesson 01_Why Python Programming/01. Instructor.html

5.9 kB

Part 03-Module 01-Lesson 01_Why Python Programming/02. L1 01 Intro V3-yyNtiUyI5Tw.mp4

1.5 MB

Part 03-Module 01-Lesson 01_Why Python Programming/02. Welcome to the Course!.html

6.1 kB

Part 03-Module 01-Lesson 01_Why Python Programming/03. L1 03 Programming In Python V4-O1cTNYAjeeg.mp4

2.2 MB

Part 03-Module 01-Lesson 01_Why Python Programming/03. Programming in Python.html

5.8 kB

Part 03-Module 01-Lesson 01_Why Python Programming/04. Course Overview.html

6.5 kB

Part 03-Module 01-Lesson 01_Why Python Programming/04. L1 02 Course Overview V4-vFxXSIV5cHM.mp4

4.5 MB

Part 03-Module 01-Lesson 01_Why Python Programming/index.html

4.3 kB

Part 03-Module 01-Lesson 01_Why Python Programming/img/screen-shot-2018-03-19-at-2.30.59-pm.png

507 kB

Part 03-Module 01-Lesson 02_Data Types and Operators/01. Introduction-4F7SC0C6tfQ.mp4

4.0 MB

Part 03-Module 01-Lesson 02_Data Types and Operators/01. Introduction.html

9.9 kB

Part 03-Module 01-Lesson 02_Data Types and Operators/02. Arithmetic Operators-M8TIOK2P2yw.mp4

7.2 MB

Part 03-Module 01-Lesson 02_Data Types and Operators/02. Arithmetic Operators.html

10 kB

Part 03-Module 01-Lesson 02_Data Types and Operators/03. Quiz Arithmetic Operators.html

13 kB

Part 03-Module 01-Lesson 02_Data Types and Operators/04. Solution Arithmetic Operators.html

10 kB

Part 03-Module 01-Lesson 02_Data Types and Operators/05. Assignment Operators-p_qfzL-x3Cs.mp4

3.2 MB

Part 03-Module 01-Lesson 02_Data Types and Operators/05. L2 04b Variables II V3-4IJqbP8vi6A.mp4

5.0 MB

Part 03-Module 01-Lesson 02_Data Types and Operators/05. Variables and Assignment Operators.html

14 kB

Part 03-Module 01-Lesson 02_Data Types and Operators/05. Variables-7pxpUot4x0w.mp4

4.5 MB

Part 03-Module 01-Lesson 02_Data Types and Operators/06. Quiz Variables and Assignment Operators.html

15 kB

Part 03-Module 01-Lesson 02_Data Types and Operators/07. Solution Variables and Assignment Operators.html

12 kB

Part 03-Module 01-Lesson 02_Data Types and Operators/08. Integers and Floats.html

12 kB

Part 03-Module 01-Lesson 02_Data Types and Operators/08. Números inteiros e floats-MiJ1vfWp-Ts.mp4

9.7 MB

Part 03-Module 01-Lesson 02_Data Types and Operators/08. Whitespace-UxkIwcOczQQ.mp4

6.2 MB

Part 03-Module 01-Lesson 02_Data Types and Operators/09. Quiz Integers and Floats.html

13 kB

Part 03-Module 01-Lesson 02_Data Types and Operators/10. Boolean Comparison and Logical Operators-iNNsUJIDtVU.mp4

6.4 MB

Part 03-Module 01-Lesson 02_Data Types and Operators/10. Booleans, Comparison Operators, and Logical Operators.html

12 kB

Part 03-Module 01-Lesson 02_Data Types and Operators/11. Quiz Booleans, Comparison Operators, and Logical Operators.html

12 kB

Part 03-Module 01-Lesson 02_Data Types and Operators/12. Solution Booleans, Comparison and Logical Operators.html

10 kB

Part 03-Module 01-Lesson 02_Data Types and Operators/13. Strings-ySZDrs-nNqg.mp4

11 MB

Part 03-Module 01-Lesson 02_Data Types and Operators/13. Strings.html

12 kB

Part 03-Module 01-Lesson 02_Data Types and Operators/14. Quiz Strings.html

16 kB

Part 03-Module 01-Lesson 02_Data Types and Operators/15. Solution Strings.html

10 kB

Part 03-Module 01-Lesson 02_Data Types and Operators/16. Type & Type Conversion-yN6Fam_vZrU.mp4

5.8 MB

Part 03-Module 01-Lesson 02_Data Types and Operators/16. Type and Type Conversion.html

11 kB

Part 03-Module 01-Lesson 02_Data Types and Operators/17. Quiz Type and Type Conversion.html

16 kB

Part 03-Module 01-Lesson 02_Data Types and Operators/18. Solution Type and Type Conversion.html

9.8 kB

Part 03-Module 01-Lesson 02_Data Types and Operators/19. String Methods-Bv7CAxVOONs.mp4

7.0 MB

Part 03-Module 01-Lesson 02_Data Types and Operators/19. String Methods.html

14 kB

Part 03-Module 01-Lesson 02_Data Types and Operators/20. String Methods.html

13 kB

Part 03-Module 01-Lesson 02_Data Types and Operators/21. Another String Method - Split.html

11 kB

Part 03-Module 01-Lesson 02_Data Types and Operators/22. L2 07 Lists And Membership Operators II V3-3Nj-b-ZzqH8.mp4

4.0 MB

Part 03-Module 01-Lesson 02_Data Types and Operators/22. L2 08 Lists And Membership Operators V2-JAbZdZg5_x8.mp4

4.9 MB

Part 03-Module 01-Lesson 02_Data Types and Operators/22. L2 09 Lists And Membership Operators V2-rNV_E50wcWM.mp4

4.8 MB

Part 03-Module 01-Lesson 02_Data Types and Operators/22. Lists and Membership Operators.html

16 kB

Part 03-Module 01-Lesson 02_Data Types and Operators/23. Quiz Lists and Membership Operators.html

15 kB

Part 03-Module 01-Lesson 02_Data Types and Operators/24. Solution List and Membership Operators.html

11 kB

Part 03-Module 01-Lesson 02_Data Types and Operators/25. L2 05 Lists Methods V1-WXkPm4rv6ng.mp4

3.8 MB

Part 03-Module 01-Lesson 02_Data Types and Operators/25. L2 06 Lists Methods V1-tz2Ja1Eaeqo.mp4

8.1 MB

Part 03-Module 01-Lesson 02_Data Types and Operators/25. List Methods.html

13 kB

Part 03-Module 01-Lesson 02_Data Types and Operators/26. Quiz List Methods.html

15 kB

Part 03-Module 01-Lesson 02_Data Types and Operators/27. L2 04 Tuples V3-33xN-AbTMoc.mp4

3.3 MB

Part 03-Module 01-Lesson 02_Data Types and Operators/27. Tuples.html

11 kB

Part 03-Module 01-Lesson 02_Data Types and Operators/28. Quiz Tuples.html

14 kB

Part 03-Module 01-Lesson 02_Data Types and Operators/29. L2 03 Sets V2-eIHNFgTFfnA.mp4

4.1 MB

Part 03-Module 01-Lesson 02_Data Types and Operators/29. Sets.html

11 kB

Part 03-Module 01-Lesson 02_Data Types and Operators/30. Quiz Sets.html

13 kB

Part 03-Module 01-Lesson 02_Data Types and Operators/31. Dictionaries and Identity Operators.html

12 kB

Part 03-Module 01-Lesson 02_Data Types and Operators/31. L2 02 Dictionaries And Identiy Operators V3-QR8HTxCTWi0.mp4

6.0 MB

Part 03-Module 01-Lesson 02_Data Types and Operators/32. Quiz Dictionaries and Identity Operators.html

17 kB

Part 03-Module 01-Lesson 02_Data Types and Operators/33. Solution Dictionaries and Identity Operators.html

10 kB

Part 03-Module 01-Lesson 02_Data Types and Operators/34. Quiz More With Dictionaries.html

14 kB

Part 03-Module 01-Lesson 02_Data Types and Operators/35. Compound Data Structures.html

11 kB

Part 03-Module 01-Lesson 02_Data Types and Operators/35. L2 01 Compound Data Structures V1-jmQ8IKvQgBU.mp4

2.4 MB

Part 03-Module 01-Lesson 02_Data Types and Operators/36. Quiz Compound Data Structures.html

16 kB

Part 03-Module 01-Lesson 02_Data Types and Operators/37. Solution Compound Data Structions.html

10 kB

Part 03-Module 01-Lesson 02_Data Types and Operators/38. Conclusion-LLEZadlXM8A.mp4

778 kB

Part 03-Module 01-Lesson 02_Data Types and Operators/38. Conclusion.html

9.4 kB

Part 03-Module 01-Lesson 02_Data Types and Operators/39. Summary.html

15 kB

Part 03-Module 01-Lesson 02_Data Types and Operators/index.html

7.6 kB

Part 03-Module 01-Lesson 02_Data Types and Operators/img/screen-shot-2018-01-30-at-4.39.42-pm.png

96 kB

Part 03-Module 01-Lesson 02_Data Types and Operators/img/screen-shot-2018-01-30-at-5.14.39-pm.png

220 kB

Part 03-Module 01-Lesson 02_Data Types and Operators/img/screen-shot-2018-02-01-at-12.10.40-am.png

48 kB

Part 03-Module 01-Lesson 02_Data Types and Operators/img/screen-shot-2018-02-10-at-8.59.39-pm.png

314 kB

Part 03-Module 01-Lesson 02_Data Types and Operators/img/screen-shot-2018-02-10-at-9.00.30-pm.png

296 kB

Part 03-Module 01-Lesson 02_Data Types and Operators/img/screen-shot-2018-05-11-at-11.03.34-am.png

151 kB

Part 03-Module 01-Lesson 03_Control Flow/01. Introduction-eUrvACMMJ5w.mp4

1.7 MB

Part 03-Module 01-Lesson 03_Control Flow/01. Introduction.html

9.3 kB

Part 03-Module 01-Lesson 03_Control Flow/02. Conditional Statements.html

16 kB

Part 03-Module 01-Lesson 03_Control Flow/02. If Elif and Else-KZubH5XT0eU.mp4

5.5 MB

Part 03-Module 01-Lesson 03_Control Flow/02. If Statements-jWiIUMrwPqA.mp4

5.1 MB

Part 03-Module 01-Lesson 03_Control Flow/02. Indentation-G8qUNOTHtrM.mp4

2.2 MB

Part 03-Module 01-Lesson 03_Control Flow/03. Practice Conditional Statements.html

11 kB

Part 03-Module 01-Lesson 03_Control Flow/04. Solution Conditional Statements.html

11 kB

Part 03-Module 01-Lesson 03_Control Flow/05. Quiz Conditional Statements.html

13 kB

Part 03-Module 01-Lesson 03_Control Flow/06. Solution Conditional Statements.html

10 kB

Part 03-Module 01-Lesson 03_Control Flow/07. Boolean Expressions for Conditions.html

14 kB

Part 03-Module 01-Lesson 03_Control Flow/07. Complex Boolean Expressions-gWmIKWgzFqI.mp4

4.4 MB

Part 03-Module 01-Lesson 03_Control Flow/07. Good And Bad Examples-95oLh3WtdhY.mp4

5.9 MB

Part 03-Module 01-Lesson 03_Control Flow/07. Truth Value Testing-e52uw7ejV8k.mp4

3.7 MB

Part 03-Module 01-Lesson 03_Control Flow/08. Quiz Boolean Expressions for Conditions.html

18 kB

Part 03-Module 01-Lesson 03_Control Flow/09. Solution Boolean Expressions for Conditions.html

12 kB

Part 03-Module 01-Lesson 03_Control Flow/10. For Loops-UtX0PXSUCdY.mp4

12 MB

Part 03-Module 01-Lesson 03_Control Flow/10. For Loops.html

15 kB

Part 03-Module 01-Lesson 03_Control Flow/11. Practice For Loops.html

11 kB

Part 03-Module 01-Lesson 03_Control Flow/12. Solution For Loops Practice.html

9.6 kB

Part 03-Module 01-Lesson 03_Control Flow/13. Quiz For Loops.html

17 kB

Part 03-Module 01-Lesson 03_Control Flow/14. Solution For Loops Quiz.html

11 kB

Part 03-Module 01-Lesson 03_Control Flow/15. Quiz Match Inputs To Outputs.html

14 kB

Part 03-Module 01-Lesson 03_Control Flow/16. Building Dictionaries.html

14 kB

Part 03-Module 01-Lesson 03_Control Flow/17. Iterating Through Dictionaries with For Loops.html

12 kB

Part 03-Module 01-Lesson 03_Control Flow/18. Quiz Iterating Through Dictionaries.html

15 kB

Part 03-Module 01-Lesson 03_Control Flow/19. Solution Iterating Through Dictionaries.html

10 kB

Part 03-Module 01-Lesson 03_Control Flow/20. L3 08 While Loops V3-7Sf5tcPlKQw.mp4

5.9 MB

Part 03-Module 01-Lesson 03_Control Flow/20. While Loops.html

11 kB

Part 03-Module 01-Lesson 03_Control Flow/21. Practice While Loops.html

12 kB

Part 03-Module 01-Lesson 03_Control Flow/22. Solution While Loops Practice.html

9.8 kB

Part 03-Module 01-Lesson 03_Control Flow/23. Quiz While Loops.html

14 kB

Part 03-Module 01-Lesson 03_Control Flow/24. Solution While Loops Quiz.html

11 kB

Part 03-Module 01-Lesson 03_Control Flow/25. Break and Continue-F6qJAv9ts9Y.mp4

7.5 MB

Part 03-Module 01-Lesson 03_Control Flow/25. Break, Continue.html

12 kB

Part 03-Module 01-Lesson 03_Control Flow/26. Quiz Break, Continue.html

10 kB

Part 03-Module 01-Lesson 03_Control Flow/27. Solution Break, Continue.html

9.5 kB

Part 03-Module 01-Lesson 03_Control Flow/28. Zip and Enumerate-bSJPzVArE7M.mp4

4.6 MB

Part 03-Module 01-Lesson 03_Control Flow/28. Zip and Enumerate.html

11 kB

Part 03-Module 01-Lesson 03_Control Flow/29. Quiz Zip and Enumerate.html

15 kB

Part 03-Module 01-Lesson 03_Control Flow/30. Solution Zip and Enumerate.html

12 kB

Part 03-Module 01-Lesson 03_Control Flow/31. List Comprehensions-6qxo-NV9v_s.mp4

5.4 MB

Part 03-Module 01-Lesson 03_Control Flow/31. List Comprehensions.html

11 kB

Part 03-Module 01-Lesson 03_Control Flow/32. Quiz List Comprehensions.html

12 kB

Part 03-Module 01-Lesson 03_Control Flow/33. Solution List Comprehensions.html

10 kB

Part 03-Module 01-Lesson 03_Control Flow/34. Conclusion.html

8.6 kB

Part 03-Module 01-Lesson 03_Control Flow/34. Congrats!-vDoqpwCHxs4.mp4

900 kB

Part 03-Module 01-Lesson 03_Control Flow/index.html

7.0 kB

Part 03-Module 01-Lesson 04_Functions/01. Introduction-p5L4rTV1Pgk.mp4

2.6 MB

Part 03-Module 01-Lesson 04_Functions/01. Introduction.html

7.5 kB

Part 03-Module 01-Lesson 04_Functions/02. Default Arguments-cG6UfBZX2KI.mp4

4.1 MB

Part 03-Module 01-Lesson 04_Functions/02. Defining Functions-IP_tJYhynbc.mp4

9.7 MB

Part 03-Module 01-Lesson 04_Functions/02. Defining Functions.html

15 kB

Part 03-Module 01-Lesson 04_Functions/03. Quiz Defining Functions.html

10 kB

Part 03-Module 01-Lesson 04_Functions/04. Solution Defining Functions.html

8.6 kB

Part 03-Module 01-Lesson 04_Functions/05. Variable Scope-rYubQlAM-gw.mp4

2.6 MB

Part 03-Module 01-Lesson 04_Functions/05. Variable Scope.html

9.8 kB

Part 03-Module 01-Lesson 04_Functions/06. Variable Scope.html

7.9 kB

Part 03-Module 01-Lesson 04_Functions/07. Solution Variable Scope.html

8.1 kB

Part 03-Module 01-Lesson 04_Functions/08. Documentation-_Vl9NJkA6JQ.mp4

4.7 MB

Part 03-Module 01-Lesson 04_Functions/08. Documentation.html

9.0 kB

Part 03-Module 01-Lesson 04_Functions/09. Quiz Documentation.html

8.3 kB

Part 03-Module 01-Lesson 04_Functions/10. Solution Documentation.html

8.1 kB

Part 03-Module 01-Lesson 04_Functions/11. L4 08 Lambda Expressions V3-wkEmPz1peJM.mp4

4.6 MB

Part 03-Module 01-Lesson 04_Functions/11. Lambda Expressions.html

8.6 kB

Part 03-Module 01-Lesson 04_Functions/12. Quiz Lambda Expressions.html

10 kB

Part 03-Module 01-Lesson 04_Functions/13. Solution Lambda Expressions.html

7.9 kB

Part 03-Module 01-Lesson 04_Functions/14. [Optional] Iterators and Generators.html

9.4 kB

Part 03-Module 01-Lesson 04_Functions/14. Iterators And Generators-tYH8X4Zeh-0.mp4

5.6 MB

Part 03-Module 01-Lesson 04_Functions/15. [Optional] Quiz Iterators and Generators.html

10 kB

Part 03-Module 01-Lesson 04_Functions/16. [Optional] Solution Iterators and Generators.html

8.5 kB

Part 03-Module 01-Lesson 04_Functions/17. [Optional] Generator Expressions.html

7.5 kB

Part 03-Module 01-Lesson 04_Functions/18. Conclusion-QRnLr7pwHyk.mp4

1.3 MB

Part 03-Module 01-Lesson 04_Functions/18. Conclusion.html

7.7 kB

Part 03-Module 01-Lesson 04_Functions/19. Further Learning.html

7.4 kB

Part 03-Module 01-Lesson 04_Functions/index.html

5.6 kB

Part 03-Module 01-Lesson 05_Scripting/01. Introduction.html

8.7 kB

Part 03-Module 01-Lesson 05_Scripting/01. Scripting-Qxe_gCiXUDg.mp4

1.2 MB

Part 03-Module 01-Lesson 05_Scripting/02. Python Installation-2_P05aYChqQ.mp4

2.5 MB

Part 03-Module 01-Lesson 05_Scripting/02. Python Installation.html

11 kB

Part 03-Module 01-Lesson 05_Scripting/03. Install Python Using Anaconda.html

11 kB

Part 03-Module 01-Lesson 05_Scripting/04. [For Windows] Configuring Git Bash to Run Python.html

16 kB

Part 03-Module 01-Lesson 05_Scripting/05. Running A Python Script-vMKemwCderg.mp4

1.9 MB

Part 03-Module 01-Lesson 05_Scripting/05. Running a Python Script.html

9.7 kB

Part 03-Module 01-Lesson 05_Scripting/06. Programming Environment Setup-EKxDnCK0NAk.mp4

4.4 MB

Part 03-Module 01-Lesson 05_Scripting/06. Programming Environment Setup.html

10 kB

Part 03-Module 01-Lesson 05_Scripting/07. Editing a Python Script.html

9.3 kB

Part 03-Module 01-Lesson 05_Scripting/08. Scripting With Raw Input-Fs9uLV2qfgI.mp4

3.4 MB

Part 03-Module 01-Lesson 05_Scripting/08. Scripting with Raw Input.html

9.6 kB

Part 03-Module 01-Lesson 05_Scripting/09. Quiz Scripting with Raw Input.html

11 kB

Part 03-Module 01-Lesson 05_Scripting/10. Solution Scripting with Raw Input.html

9.0 kB

Part 03-Module 01-Lesson 05_Scripting/11. Errors And Exceptions-DmthSiy2d0U.mp4

2.5 MB

Part 03-Module 01-Lesson 05_Scripting/11. Errors and Exceptions.html

9.0 kB

Part 03-Module 01-Lesson 05_Scripting/12. Errors and Exceptions.html

13 kB

Part 03-Module 01-Lesson 05_Scripting/13. Handling Error Specifying Exceptions-EHW5I7shdJg.mp4

2.3 MB

Part 03-Module 01-Lesson 05_Scripting/13. Handling Errors Try Except Finally-S6hwBZG0KwM.mp4

3.0 MB

Part 03-Module 01-Lesson 05_Scripting/13. Handling Errors.html

11 kB

Part 03-Module 01-Lesson 05_Scripting/14. Practice Handling Input Errors.html

11 kB

Part 03-Module 01-Lesson 05_Scripting/15. Solution Handling Input Errors.html

8.7 kB

Part 03-Module 01-Lesson 05_Scripting/16. Accessing Error Messages.html

9.3 kB

Part 03-Module 01-Lesson 05_Scripting/17. Reading And Writing Files Part II-1GRv1S6K8gQ.mp4

4.3 MB

Part 03-Module 01-Lesson 05_Scripting/17. Reading And Writing Files Using With-OQ-Y0mMjm00.mp4

1.4 MB

Part 03-Module 01-Lesson 05_Scripting/17. Reading And Writing Files-w-ZG6DMkVi4.mp4

3.9 MB

Part 03-Module 01-Lesson 05_Scripting/17. Reading and Writing Files.html

12 kB

Part 03-Module 01-Lesson 05_Scripting/18. Quiz Reading and Writing Files.html

18 kB

Part 03-Module 01-Lesson 05_Scripting/19. Solution Reading and Writing Files.html

9.6 kB

Part 03-Module 01-Lesson 05_Scripting/20. Importing Files-qjeSn6zZbR0.mp4

7.4 MB

Part 03-Module 01-Lesson 05_Scripting/20. Importing Local Scripts.html

12 kB

Part 03-Module 01-Lesson 05_Scripting/21. The Standard Library-Fw3vf0tDrJM.mp4

5.3 MB

Part 03-Module 01-Lesson 05_Scripting/21. The Standard Library.html

8.6 kB

Part 03-Module 01-Lesson 05_Scripting/22. Quiz The Standard Library.html

18 kB

Part 03-Module 01-Lesson 05_Scripting/23. Solution The Standard Library.html

8.8 kB

Part 03-Module 01-Lesson 05_Scripting/24. Techniques For Importing Modules Part II-aASigWQ_XU0.mp4

3.1 MB

Part 03-Module 01-Lesson 05_Scripting/24. Techniques For Importing Modules-jPGyFgcIvsM.mp4

3.9 MB

Part 03-Module 01-Lesson 05_Scripting/24. Techniques for Importing Modules.html

11 kB

Part 03-Module 01-Lesson 05_Scripting/25. Quiz Techniques for Importing Modules.html

11 kB

Part 03-Module 01-Lesson 05_Scripting/26. Third Party Libraries And Package Managers-epOze9gC6T4.mp4

4.6 MB

Part 03-Module 01-Lesson 05_Scripting/26. Third-Party Libraries.html

14 kB

Part 03-Module 01-Lesson 05_Scripting/27. Experimenting With An Interpreter-hspPtnQwMPg.mp4

4.0 MB

Part 03-Module 01-Lesson 05_Scripting/27. Experimenting with an Interpreter.html

11 kB

Part 03-Module 01-Lesson 05_Scripting/28. Online Resources.html

15 kB

Part 03-Module 01-Lesson 05_Scripting/29. Conclusion-rEMrswkLvh8.mp4

851 kB

Part 03-Module 01-Lesson 05_Scripting/29. Conclusion.html

8.1 kB

Part 03-Module 01-Lesson 05_Scripting/index.html

6.6 kB

Part 03-Module 01-Lesson 05_Scripting/img/generate-messages-output.png

310 kB

Part 03-Module 01-Lesson 05_Scripting/img/step1-cd.png

15 kB

Part 03-Module 01-Lesson 05_Scripting/img/step2-pwd.png

16 kB

Part 03-Module 01-Lesson 05_Scripting/img/step3-path.png

21 kB

Part 03-Module 01-Lesson 05_Scripting/img/step4-alias.png

18 kB

Part 03-Module 01-Lesson 05_Scripting/img/step5-source.png

15 kB

Part 03-Module 01-Lesson 05_Scripting/img/step6-testrun.png

43 kB

Part 04-Module 01-Lesson 01_Introduction/01. Our Goal .html

6.1 kB

Part 04-Module 01-Lesson 01_Introduction/02. Instructors.html

7.5 kB

Part 04-Module 01-Lesson 01_Introduction/03. Essence Of Linear Algebra Intro -EHcxDZpeGFg.mp4

8.3 MB

Part 04-Module 01-Lesson 01_Introduction/03. Essence of Linear Algebra.html

5.7 kB

Part 04-Module 01-Lesson 01_Introduction/04. Structure of this lesson.html

7.6 kB

Part 04-Module 01-Lesson 01_Introduction/05. Working with Equations.html

11 kB

Part 04-Module 01-Lesson 01_Introduction/06. Try our workspace out!.html

7.4 kB

Part 04-Module 01-Lesson 01_Introduction/07. Try our workspace again!.html

8.7 kB

Part 04-Module 01-Lesson 01_Introduction/index.html

4.6 kB

Part 04-Module 01-Lesson 01_Introduction/img/cp1a9390.jpg

64 kB

Part 04-Module 01-Lesson 01_Introduction/img/grant.png

570 kB

Part 04-Module 01-Lesson 01_Introduction/img/img-4646.jpg

27 kB

Part 04-Module 01-Lesson 01_Introduction/img/screen-shot-2018-01-19-at-1.05.48-pm.png

280 kB

Part 04-Module 01-Lesson 01_Introduction/img/screen-shot-2018-01-19-at-1.14.23-pm.png

359 kB

Part 04-Module 01-Lesson 01_Introduction/img/screen-shot-2018-01-19-at-1.57.42-pm.png

114 kB

Part 04-Module 01-Lesson 01_Introduction/img/screen-shot-2018-01-19-at-1.58.00-pm.png

126 kB

Part 04-Module 01-Lesson 01_Introduction/img/screen-shot-2018-01-19-at-2.24.21-pm.png

219 kB

Part 04-Module 01-Lesson 01_Introduction/img/screen-shot-2018-01-19-at-2.28.03-pm.png

91 kB

Part 04-Module 01-Lesson 01_Introduction/img/screen-shot-2018-02-21-at-6.41.35-pm.png

19 kB

Part 04-Module 01-Lesson 01_Introduction/img/screen-shot-2018-04-02-at-4.25.41-pm.png

98 kB

Part 04-Module 01-Lesson 02_Vectors/01. Vectors 1-oPBz-MLVUHk.mp4

5.1 MB

Part 04-Module 01-Lesson 02_Vectors/01. What's a Vector.html

6.5 kB

Part 04-Module 01-Lesson 02_Vectors/02. Vectors 2-R7WiQYixvRQ.mp4

2.5 MB

Part 04-Module 01-Lesson 02_Vectors/02. Vectors, what even are they Part 2.html

6.6 kB

Part 04-Module 01-Lesson 02_Vectors/03. Vectors 3-mWV_MpEjz9c.mp4

7.0 MB

Part 04-Module 01-Lesson 02_Vectors/03. Vectors, what even are they Part 3.html

6.6 kB

Part 04-Module 01-Lesson 02_Vectors/04. Vectors- Mathematical definition .html

10 kB

Part 04-Module 01-Lesson 02_Vectors/05. Transpose.html

8.3 kB

Part 04-Module 01-Lesson 02_Vectors/06. Magnitude and Direction .html

9.7 kB

Part 04-Module 01-Lesson 02_Vectors/07. Vectors- Quiz 1.html

8.2 kB

Part 04-Module 01-Lesson 02_Vectors/08. Operations in the Field.html

7.8 kB

Part 04-Module 01-Lesson 02_Vectors/09. Vector Addition.html

7.5 kB

Part 04-Module 01-Lesson 02_Vectors/10. Vectors- Quiz 2.html

8.5 kB

Part 04-Module 01-Lesson 02_Vectors/11. Scalar by Vector Multiplication.html

7.3 kB

Part 04-Module 01-Lesson 02_Vectors/12. Vectors Quiz 3.html

9.7 kB

Part 04-Module 01-Lesson 02_Vectors/13. Vectors Quiz Answers.html

7.7 kB

Part 04-Module 01-Lesson 02_Vectors/index.html

5.1 kB

Part 04-Module 01-Lesson 02_Vectors/img/screen-shot-2018-01-23-at-10.49.16-am.png

42 kB

Part 04-Module 01-Lesson 02_Vectors/img/screen-shot-2018-01-23-at-11.30.13-am.png

93 kB

Part 04-Module 01-Lesson 02_Vectors/img/screen-shot-2018-01-24-at-2.27.07-pm.png

113 kB

Part 04-Module 01-Lesson 02_Vectors/img/screen-shot-2018-01-24-at-3.13.49-pm.png

205 kB

Part 04-Module 01-Lesson 02_Vectors/img/screen-shot-2018-03-21-at-2.40.42-pm.png

48 kB

Part 04-Module 01-Lesson 03_Linear Combination/01. Linear Combination. Part 1.html

6.1 kB

Part 04-Module 01-Lesson 03_Linear Combination/01. Linear Combinations 1-fmal7UE7dEE.mp4

9.4 MB

Part 04-Module 01-Lesson 03_Linear Combination/02. Linear Combination. Part 2.html

6.1 kB

Part 04-Module 01-Lesson 03_Linear Combination/02. Linear Combinations 2-RsKJNDTb8nw.mp4

11 MB

Part 04-Module 01-Lesson 03_Linear Combination/03. Linear Combination and Span.html

10 kB

Part 04-Module 01-Lesson 03_Linear Combination/04. Linear Combination -Quiz 1.html

8.9 kB

Part 04-Module 01-Lesson 03_Linear Combination/05. Linear Dependency .html

8.0 kB

Part 04-Module 01-Lesson 03_Linear Combination/06. Solving a Simplified Set of Equations.html

14 kB

Part 04-Module 01-Lesson 03_Linear Combination/07. Linear Combination - Quiz 2.html

8.4 kB

Part 04-Module 01-Lesson 03_Linear Combination/08. Linear Combination - Quiz 3.html

8.6 kB

Part 04-Module 01-Lesson 03_Linear Combination/index.html

4.8 kB

Part 04-Module 01-Lesson 03_Linear Combination/img/screen-shot-2018-01-26-at-10.16.48-pm.png

44 kB

Part 04-Module 01-Lesson 03_Linear Combination/img/screen-shot-2018-01-26-at-11.05.49-pm.png

324 kB

Part 04-Module 01-Lesson 03_Linear Combination/img/screen-shot-2018-01-26-at-11.16.45-pm.png

44 kB

Part 04-Module 01-Lesson 03_Linear Combination/img/screen-shot-2018-01-26-at-11.21.42-pm.png

44 kB

Part 04-Module 01-Lesson 03_Linear Combination/img/screen-shot-2018-01-26-at-11.48.02-pm.png

43 kB

Part 04-Module 01-Lesson 03_Linear Combination/img/screen-shot-2018-01-29-at-11.49.47-am.png

65 kB

Part 04-Module 01-Lesson 03_Linear Combination/img/screen-shot-2018-01-29-at-11.51.35-am.png

84 kB

Part 04-Module 01-Lesson 03_Linear Combination/img/screen-shot-2018-03-28-at-4.44.34-pm.png

31 kB

Part 04-Module 01-Lesson 03_Linear Combination/img/screen-shot-2018-03-28-at-4.52.09-pm.png

9.3 kB

Part 04-Module 01-Lesson 03_Linear Combination/img/screen-shot-2018-03-28-at-5.11.09-pm.png

32 kB

Part 04-Module 01-Lesson 03_Linear Combination/img/screen-shot-2018-03-28-at-5.15.59-pm.png

32 kB

Part 04-Module 01-Lesson 04_Linear Transformation and Matrices/01. What is a Matrix.html

9.1 kB

Part 04-Module 01-Lesson 04_Linear Transformation and Matrices/02. Matrix Addition.html

9.4 kB

Part 04-Module 01-Lesson 04_Linear Transformation and Matrices/03. Matrix Addition Quiz.html

8.7 kB

Part 04-Module 01-Lesson 04_Linear Transformation and Matrices/04. Scalar Multiplication of Matrix and Quiz.html

9.8 kB

Part 04-Module 01-Lesson 04_Linear Transformation and Matrices/05. Multiplication of Square Matrices.html

11 kB

Part 04-Module 01-Lesson 04_Linear Transformation and Matrices/06. Square Matrix Multiplication Quiz.html

9.6 kB

Part 04-Module 01-Lesson 04_Linear Transformation and Matrices/07. Matrix Multiplication - General.html

11 kB

Part 04-Module 01-Lesson 04_Linear Transformation and Matrices/08. Matrix Multiplication Quiz.html

9.9 kB

Part 04-Module 01-Lesson 04_Linear Transformation and Matrices/09. Linear Transformation and Matrices . Part 1.html

6.9 kB

Part 04-Module 01-Lesson 04_Linear Transformation and Matrices/09. Linear Transformations 1-99jYIxBRDww.mp4

12 MB

Part 04-Module 01-Lesson 04_Linear Transformation and Matrices/10. Linear Transformation and Matrices. Part 2.html

6.8 kB

Part 04-Module 01-Lesson 04_Linear Transformation and Matrices/10. Linear Transformations 2-imtEd8M6__s.mp4

8.8 MB

Part 04-Module 01-Lesson 04_Linear Transformation and Matrices/11. Linear Transformation and Matrices. Part 3.html

6.6 kB

Part 04-Module 01-Lesson 04_Linear Transformation and Matrices/11. Linear Transformations 3-g_yTyRwMzXU.mp4

12 MB

Part 04-Module 01-Lesson 04_Linear Transformation and Matrices/12. Linear Transformation Quiz Answers.html

13 kB

Part 04-Module 01-Lesson 04_Linear Transformation and Matrices/index.html

5.3 kB

Part 04-Module 01-Lesson 04_Linear Transformation and Matrices/img/screen-shot-2018-02-14-at-3.59.39-pm.png

103 kB

Part 04-Module 01-Lesson 04_Linear Transformation and Matrices/img/screen-shot-2018-02-14-at-6.07.26-pm.png

117 kB

Part 04-Module 01-Lesson 04_Linear Transformation and Matrices/img/screen-shot-2018-02-14-at-10.47.52-am.png

52 kB

Part 05-Module 01-Lesson 01_Jupyter Notebooks/01. Instructor.html

6.7 kB

Part 05-Module 01-Lesson 01_Jupyter Notebooks/02. Jupyter-qiYDWFLyXvg.mp4

4.4 MB

Part 05-Module 01-Lesson 01_Jupyter Notebooks/02. What are Jupyter notebooks.html

13 kB

Part 05-Module 01-Lesson 01_Jupyter Notebooks/03. Installing Jupyter Notebook.html

6.5 kB

Part 05-Module 01-Lesson 01_Jupyter Notebooks/04. Launching the notebook server.html

12 kB

Part 05-Module 01-Lesson 01_Jupyter Notebooks/05. Notebook interface.html

10 kB

Part 05-Module 01-Lesson 01_Jupyter Notebooks/06. Code cells.html

6.8 kB

Part 05-Module 01-Lesson 01_Jupyter Notebooks/07. Markdown cells.html

10 kB

Part 05-Module 01-Lesson 01_Jupyter Notebooks/08. Keyboard shortcuts.html

6.6 kB

Part 05-Module 01-Lesson 01_Jupyter Notebooks/09. Magic keywords.html

11 kB

Part 05-Module 01-Lesson 01_Jupyter Notebooks/10. Converting notebooks.html

7.8 kB

Part 05-Module 01-Lesson 01_Jupyter Notebooks/11. Creating a slideshow.html

8.6 kB

Part 05-Module 01-Lesson 01_Jupyter Notebooks/12. Finishing up.html

6.3 kB

Part 05-Module 01-Lesson 01_Jupyter Notebooks/index.html

4.9 kB

Part 05-Module 01-Lesson 01_Jupyter Notebooks/img/conda-environments.png

40 kB

Part 05-Module 01-Lesson 01_Jupyter Notebooks/img/conda-tab.png

110 kB

Part 05-Module 01-Lesson 01_Jupyter Notebooks/img/magic-matplotlib.png

91 kB

Part 05-Module 01-Lesson 01_Jupyter Notebooks/img/magic-pdb.png

69 kB

Part 05-Module 01-Lesson 01_Jupyter Notebooks/img/magic-timeit.png

157 kB

Part 05-Module 01-Lesson 01_Jupyter Notebooks/img/magic-timeit2.png

56 kB

Part 05-Module 01-Lesson 01_Jupyter Notebooks/img/nbconvert-example.png

73 kB

Part 05-Module 01-Lesson 01_Jupyter Notebooks/img/new-notebook.png

102 kB

Part 05-Module 01-Lesson 01_Jupyter Notebooks/img/notebook-components.png

30 kB

Part 05-Module 01-Lesson 01_Jupyter Notebooks/img/notebook-download.png

80 kB

Part 05-Module 01-Lesson 01_Jupyter Notebooks/img/notebook-json.png

95 kB

Part 05-Module 01-Lesson 01_Jupyter Notebooks/img/notebook-server.png

103 kB

Part 05-Module 01-Lesson 01_Jupyter Notebooks/img/notebook-shutdown.png

62 kB

Part 05-Module 01-Lesson 01_Jupyter Notebooks/img/screen-shot-2018-03-19-at-2.49.57-pm.png

442 kB

Part 05-Module 01-Lesson 01_Jupyter Notebooks/img/server-shutdown.png

155 kB

Part 05-Module 01-Lesson 01_Jupyter Notebooks/img/slides-cell-toolbar-menu.png

61 kB

Part 05-Module 01-Lesson 01_Jupyter Notebooks/img/slides-choose-slide-type.png

53 kB

Part 05-Module 01-Lesson 01_Jupyter Notebooks/media/unnamed-199889-0.mp4

216 kB

Part 05-Module 01-Lesson 01_Jupyter Notebooks/media/unnamed-199940-0.mp4

169 kB

Part 05-Module 01-Lesson 01_Jupyter Notebooks/media/unnamed-200065-0.mp4

330 kB

Part 05-Module 01-Lesson 02_NumPy/01. Instructors.html

7.9 kB

Part 05-Module 01-Lesson 02_NumPy/02. Introduction to NumPy.html

9.5 kB

Part 05-Module 01-Lesson 02_NumPy/03. NumPy 0 V1-vyjMs8KFHlE.mp4

4.4 MB

Part 05-Module 01-Lesson 02_NumPy/03. Why Use NumPy.html

8.7 kB

Part 05-Module 01-Lesson 02_NumPy/04. Creating and Saving NumPy ndarrays.html

18 kB

Part 05-Module 01-Lesson 02_NumPy/04. NumPy 1 V1-EOHW29kDg7w.mp4

7.7 MB

Part 05-Module 01-Lesson 02_NumPy/05. NumPy 2 V1-KR3hHf9Zxxg.mp4

14 MB

Part 05-Module 01-Lesson 02_NumPy/05. Using Built-in Functions to Create ndarrays.html

29 kB

Part 05-Module 01-Lesson 02_NumPy/06. Create an ndarray.html

8.1 kB

Part 05-Module 01-Lesson 02_NumPy/07. Accessing, Deleting, and Inserting Elements Into ndarrays.html

18 kB

Part 05-Module 01-Lesson 02_NumPy/07. NumPy 3 V1-Rt4aydeo9F8.mp4

8.8 MB

Part 05-Module 01-Lesson 02_NumPy/08. NumPy 4 V1-jeU7lLgyMms.mp4

10 MB

Part 05-Module 01-Lesson 02_NumPy/08. Slicing ndarrays.html

17 kB

Part 05-Module 01-Lesson 02_NumPy/09. Boolean Indexing, Set Operations, and Sorting.html

14 kB

Part 05-Module 01-Lesson 02_NumPy/09. NumPy 5 V1-vGjI-WTnEbY.mp4

5.2 MB

Part 05-Module 01-Lesson 02_NumPy/10. Manipulating ndarrays.html

8.0 kB

Part 05-Module 01-Lesson 02_NumPy/11. Arithmetic operations and Broadcasting.html

18 kB

Part 05-Module 01-Lesson 02_NumPy/11. NumPy 6 V1-wtLRuGK0kW4.mp4

6.8 MB

Part 05-Module 01-Lesson 02_NumPy/12. Creating ndarrays with Broadcasting.html

7.9 kB

Part 05-Module 01-Lesson 02_NumPy/13. Getting Set Up for the Mini-Project.html

7.3 kB

Part 05-Module 01-Lesson 02_NumPy/14. Mini-Project Mean Normalization and Data Separation.html

7.4 kB

Part 05-Module 01-Lesson 02_NumPy/index.html

5.4 kB

Part 05-Module 01-Lesson 02_NumPy/img/screen-shot-2018-03-19-at-2.30.59-pm.png

507 kB

Part 05-Module 01-Lesson 02_NumPy/img/screen-shot-2018-03-19-at-3.21.24-pm.png

340 kB

Part 05-Module 01-Lesson 03_Pandas/01. Instructors.html

7.2 kB

Part 05-Module 01-Lesson 03_Pandas/02. Introduction to pandas.html

9.2 kB

Part 05-Module 01-Lesson 03_Pandas/03. Why Use pandas.html

8.0 kB

Part 05-Module 01-Lesson 03_Pandas/04. Creating pandas Series.html

11 kB

Part 05-Module 01-Lesson 03_Pandas/04. Pandas 1 V1-iXnYN8cnhzs.mp4

3.9 MB

Part 05-Module 01-Lesson 03_Pandas/05. Accessing and Deleting Elements in pandas Series.html

14 kB

Part 05-Module 01-Lesson 03_Pandas/05. Pandas 2 V1-B7MuFIwboKU.mp4

3.9 MB

Part 05-Module 01-Lesson 03_Pandas/06. Arithmetic Operations on pandas Series.html

14 kB

Part 05-Module 01-Lesson 03_Pandas/06. Pandas 3 V1-yhMT0X6YPFA.mp4

3.7 MB

Part 05-Module 01-Lesson 03_Pandas/07. Manipulate a Series.html

8.9 kB

Part 05-Module 01-Lesson 03_Pandas/08. Creating pandas DataFrames.html

22 kB

Part 05-Module 01-Lesson 03_Pandas/08. Pandas 4 V1-eMHUn9v9dds.mp4

7.2 MB

Part 05-Module 01-Lesson 03_Pandas/09. Accessing Elements in pandas DataFrames.html

30 kB

Part 05-Module 01-Lesson 03_Pandas/09. Pandas 5 V1-lClsJnZn_7w.mp4

8.1 MB

Part 05-Module 01-Lesson 03_Pandas/10. Dealing with NaN.html

33 kB

Part 05-Module 01-Lesson 03_Pandas/10. Pandas 6 V1-GS1kj04XQcM.mp4

8.3 MB

Part 05-Module 01-Lesson 03_Pandas/11. Manipulate a DataFrame.html

11 kB

Part 05-Module 01-Lesson 03_Pandas/12. Loading Data into a pandas DataFrame.html

36 kB

Part 05-Module 01-Lesson 03_Pandas/12. Pandas 7 V1-ruTYp-twXO0.mp4

7.9 MB

Part 05-Module 01-Lesson 03_Pandas/13. Getting Set Up for the Mini-Project.html

7.4 kB

Part 05-Module 01-Lesson 03_Pandas/14. Mini-Project Statistics From Stock Data.html

7.3 kB

Part 05-Module 01-Lesson 03_Pandas/index.html

5.3 kB

Part 05-Module 01-Lesson 03_Pandas/img/screen-shot-2018-03-19-at-2.30.59-pm.png

507 kB

Part 05-Module 01-Lesson 03_Pandas/img/screen-shot-2018-03-19-at-3.21.24-pm.png

340 kB

Part 06-Module 01-Lesson 01_Descriptive Statistics - Part I/01. Introduce Instructors.html

8.5 kB

Part 06-Module 01-Lesson 01_Descriptive Statistics - Part I/01. Instructors Introduction-lIvm8urf4GE.mp4

1.8 MB

Part 06-Module 01-Lesson 01_Descriptive Statistics - Part I/02. Text Optional Lessons Note.html

9.3 kB

Part 06-Module 01-Lesson 01_Descriptive Statistics - Part I/03. Video Welcome!.html

8.7 kB

Part 06-Module 01-Lesson 01_Descriptive Statistics - Part I/03. What Is Coming Up-oDJsnQcCPr4.mp4

1.7 MB

Part 06-Module 01-Lesson 01_Descriptive Statistics - Part I/04. Video What is Data Why is it important.html

8.5 kB

Part 06-Module 01-Lesson 01_Descriptive Statistics - Part I/04. What is Data-ldTDAjrVsA8.mp4

2.4 MB

Part 06-Module 01-Lesson 01_Descriptive Statistics - Part I/05. Data Types-gT6EYlsLZkE.mp4

2.3 MB

Part 06-Module 01-Lesson 01_Descriptive Statistics - Part I/05. Video Data Types (Quantitative vs. Categorical).html

9.1 kB

Part 06-Module 01-Lesson 01_Descriptive Statistics - Part I/06. Quiz Data Types (Quantitative vs. Categorical).html

16 kB

Part 06-Module 01-Lesson 01_Descriptive Statistics - Part I/07. Categorical Ordinal & Nominal Data-k5bLaPGY2Vw.mp4

1.4 MB

Part 06-Module 01-Lesson 01_Descriptive Statistics - Part I/07. Video Data Types (Ordinal vs. Nominal).html

9.2 kB

Part 06-Module 01-Lesson 01_Descriptive Statistics - Part I/08. Continuous vs. Discrete Data-BzgZebZD9kk.mp4

2.7 MB

Part 06-Module 01-Lesson 01_Descriptive Statistics - Part I/08. Video Data Types (Continuous vs. Discrete).html

9.3 kB

Part 06-Module 01-Lesson 01_Descriptive Statistics - Part I/09. Data Types Summary-T-KrQoAJUpI.mp4

1.4 MB

Part 06-Module 01-Lesson 01_Descriptive Statistics - Part I/09. Video Data Types Summary.html

8.5 kB

Part 06-Module 01-Lesson 01_Descriptive Statistics - Part I/10. Text + Quiz Data Types (Ordinal vs. Nominal).html

16 kB

Part 06-Module 01-Lesson 01_Descriptive Statistics - Part I/11. Data Types (Continuous vs. Discrete).html

10 kB

Part 06-Module 01-Lesson 01_Descriptive Statistics - Part I/12. Introduction to Summary Statistics-PCZmHCrcMcw.mp4

3.3 MB

Part 06-Module 01-Lesson 01_Descriptive Statistics - Part I/12. Video Introduction to Summary Statistics.html

8.6 kB

Part 06-Module 01-Lesson 01_Descriptive Statistics - Part I/13. Calculating the Mean-1nzZxmJ8xvU.mp4

4.1 MB

Part 06-Module 01-Lesson 01_Descriptive Statistics - Part I/13. Video Measures of Center (Mean).html

10 kB

Part 06-Module 01-Lesson 01_Descriptive Statistics - Part I/14. Measures of Center (Mean).html

11 kB

Part 06-Module 01-Lesson 01_Descriptive Statistics - Part I/15. The Median-WlT3eeW0rb0.mp4

3.1 MB

Part 06-Module 01-Lesson 01_Descriptive Statistics - Part I/15. Video Measures of Center (Median).html

9.9 kB

Part 06-Module 01-Lesson 01_Descriptive Statistics - Part I/16. Measures of Center (Median).html

11 kB

Part 06-Module 01-Lesson 01_Descriptive Statistics - Part I/17. Measures of Center - The Mode-NE81NZgECqg.mp4

858 kB

Part 06-Module 01-Lesson 01_Descriptive Statistics - Part I/17. Video Measures of Center (Mode).html

9.4 kB

Part 06-Module 01-Lesson 01_Descriptive Statistics - Part I/18. Measures of Center (Mode).html

16 kB

Part 06-Module 01-Lesson 01_Descriptive Statistics - Part I/19. Video What is Notation.html

11 kB

Part 06-Module 01-Lesson 01_Descriptive Statistics - Part I/19. What is Notation-MaHV5cKfcmE.mp4

3.0 MB

Part 06-Module 01-Lesson 01_Descriptive Statistics - Part I/20. Notation for Random Variables-8NxTW1u4s-Y.mp4

6.1 MB

Part 06-Module 01-Lesson 01_Descriptive Statistics - Part I/20. Video Random Variables.html

11 kB

Part 06-Module 01-Lesson 01_Descriptive Statistics - Part I/21. Quiz Variable Types.html

11 kB

Part 06-Module 01-Lesson 01_Descriptive Statistics - Part I/22. Random & Observed Values-KFIt2OC3wCI.mp4

3.8 MB

Part 06-Module 01-Lesson 01_Descriptive Statistics - Part I/22. Video Capital vs. Lower.html

12 kB

Part 06-Module 01-Lesson 01_Descriptive Statistics - Part I/23. Quiz Introduction to Notation.html

12 kB

Part 06-Module 01-Lesson 01_Descriptive Statistics - Part I/24. There Must Be A Better Way-oBp8YX2AgJw.mp4

2.6 MB

Part 06-Module 01-Lesson 01_Descriptive Statistics - Part I/24. Video Better Way.html

9.4 kB

Part 06-Module 01-Lesson 01_Descriptive Statistics - Part I/25. Aggregations-ADx1x2ljFB4.mp4

4.0 MB

Part 06-Module 01-Lesson 01_Descriptive Statistics - Part I/25. Video Summation.html

12 kB

Part 06-Module 01-Lesson 01_Descriptive Statistics - Part I/26. Notation for the Mean-3EF15AoRxyM.mp4

2.6 MB

Part 06-Module 01-Lesson 01_Descriptive Statistics - Part I/26. Video Notation for the Mean.html

9.9 kB

Part 06-Module 01-Lesson 01_Descriptive Statistics - Part I/27. Quiz Summation.html

12 kB

Part 06-Module 01-Lesson 01_Descriptive Statistics - Part I/28. Quiz Notation for the Mean.html

15 kB

Part 06-Module 01-Lesson 01_Descriptive Statistics - Part I/29. Text Summary on Notation.html

11 kB

Part 06-Module 01-Lesson 01_Descriptive Statistics - Part I/index.html

6.9 kB

Part 06-Module 01-Lesson 01_Descriptive Statistics - Part I/img/mat-headshot.png

180 kB

Part 06-Module 01-Lesson 02_Descriptive Statistics - Part II/01. 26 Spread Part 1-zb76Z_viYLY.mp4

1.2 MB

Part 06-Module 01-Lesson 02_Descriptive Statistics - Part II/01. Video What are Measures of Spread.html

9.9 kB

Part 06-Module 01-Lesson 02_Descriptive Statistics - Part II/02. Histograms-4t10RgUv2Fc.mp4

2.3 MB

Part 06-Module 01-Lesson 02_Descriptive Statistics - Part II/02. Video Histograms.html

9.7 kB

Part 06-Module 01-Lesson 02_Descriptive Statistics - Part II/03. Video Weekdays vs. Weekends What is the Difference.html

9.4 kB

Part 06-Module 01-Lesson 02_Descriptive Statistics - Part II/03. What is the Difference-I3tQvrCgNrQ.mp4

1.4 MB

Part 06-Module 01-Lesson 02_Descriptive Statistics - Part II/04. 29 Number Summary-gzUN5zKLHjQ.mp4

4.4 MB

Part 06-Module 01-Lesson 02_Descriptive Statistics - Part II/04. Video Introduction to Five Number Summary.html

11 kB

Part 06-Module 01-Lesson 02_Descriptive Statistics - Part II/05. Quiz 5 Number Summary Practice.html

11 kB

Part 06-Module 01-Lesson 02_Descriptive Statistics - Part II/06. 5 Number Summary to Variance-Ljhau0hrZ1g.mp4

2.6 MB

Part 06-Module 01-Lesson 02_Descriptive Statistics - Part II/06. Video What if We Only Want One Number.html

9.3 kB

Part 06-Module 01-Lesson 02_Descriptive Statistics - Part II/07. Video Introduction to Standard Deviation and Variance.html

10 kB

Part 06-Module 01-Lesson 02_Descriptive Statistics - Part II/07. What is the Standard Deviation Measuring-IbwUJ3ORZ5s.mp4

4.4 MB

Part 06-Module 01-Lesson 02_Descriptive Statistics - Part II/08. Standard Deviation Calculation-H5zA1A-XPoY.mp4

5.8 MB

Part 06-Module 01-Lesson 02_Descriptive Statistics - Part II/08. Video Standard Deviation Calculation.html

9.6 kB

Part 06-Module 01-Lesson 02_Descriptive Statistics - Part II/09. Measures of Spread (Calculation and Units).html

11 kB

Part 06-Module 01-Lesson 02_Descriptive Statistics - Part II/10. Text Introduction to the Standard Deviation and Variance.html

14 kB

Part 06-Module 01-Lesson 02_Descriptive Statistics - Part II/11. Video Why the Standard Deviation.html

9.3 kB

Part 06-Module 01-Lesson 02_Descriptive Statistics - Part II/11. Why the Standard Deviation-XlTBvjQ2t8w.mp4

3.8 MB

Part 06-Module 01-Lesson 02_Descriptive Statistics - Part II/12. Variance & Standard Deviation Final Points-vXUgp2375j4.mp4

3.6 MB

Part 06-Module 01-Lesson 02_Descriptive Statistics - Part II/12. Video Important Final Points.html

11 kB

Part 06-Module 01-Lesson 02_Descriptive Statistics - Part II/13. Advanced Standard Deviation and Variance.html

13 kB

Part 06-Module 01-Lesson 02_Descriptive Statistics - Part II/14. Quiz Applied Standard Deviation and Variance.html

15 kB

Part 06-Module 01-Lesson 02_Descriptive Statistics - Part II/15. Homework 1 Final Quiz on Measures Spread.html

14 kB

Part 06-Module 01-Lesson 02_Descriptive Statistics - Part II/16. Text Measures of Center and Spread Summary.html

13 kB

Part 06-Module 01-Lesson 02_Descriptive Statistics - Part II/17. Shape of Distributions-UnN99AAYf8k.mp4

3.0 MB

Part 06-Module 01-Lesson 02_Descriptive Statistics - Part II/17. Video Shape.html

11 kB

Part 06-Module 01-Lesson 02_Descriptive Statistics - Part II/18. Data in the Real World-HmipezTjTDY.mp4

2.9 MB

Part 06-Module 01-Lesson 02_Descriptive Statistics - Part II/18. Video The Shape For Data In The World.html

10 kB

Part 06-Module 01-Lesson 02_Descriptive Statistics - Part II/19. Quiz Shape and Outliers (What's the Impact).html

13 kB

Part 06-Module 01-Lesson 02_Descriptive Statistics - Part II/20. Outliers-HKIsvkZUZfo.mp4

4.4 MB

Part 06-Module 01-Lesson 02_Descriptive Statistics - Part II/20. Video Shape and Outliers.html

9.9 kB

Part 06-Module 01-Lesson 02_Descriptive Statistics - Part II/21. Video Working With Outliers.html

10 kB

Part 06-Module 01-Lesson 02_Descriptive Statistics - Part II/21. Working with Outliers-4RnQjtJB8t8.mp4

3.9 MB

Part 06-Module 01-Lesson 02_Descriptive Statistics - Part II/22. Outliers Advice-BhhDoTgYQmI.mp4

2.5 MB

Part 06-Module 01-Lesson 02_Descriptive Statistics - Part II/22. Video Working With Outliers My Advice.html

11 kB

Part 06-Module 01-Lesson 02_Descriptive Statistics - Part II/23. Quiz Shape and Outliers (Comparing Distributions).html

16 kB

Part 06-Module 01-Lesson 02_Descriptive Statistics - Part II/24. Quiz Shape and Outliers (Visuals).html

15 kB

Part 06-Module 01-Lesson 02_Descriptive Statistics - Part II/25. Quiz Shape and Outliers (Final Quiz).html

16 kB

Part 06-Module 01-Lesson 02_Descriptive Statistics - Part II/26. Text Descriptive Statistics Summary .html

13 kB

Part 06-Module 01-Lesson 02_Descriptive Statistics - Part II/27. Descriptive vs. Inferential Statistics-XV9pd8-RZ78.mp4

5.0 MB

Part 06-Module 01-Lesson 02_Descriptive Statistics - Part II/27. Video Descriptive vs. Inferential Statistics.html

10 kB

Part 06-Module 01-Lesson 02_Descriptive Statistics - Part II/28. Quiz Descriptive vs. Inferential (Udacity Students).html

12 kB

Part 06-Module 01-Lesson 02_Descriptive Statistics - Part II/29. Quiz Descriptive vs. Inferential (Bagels).html

18 kB

Part 06-Module 01-Lesson 02_Descriptive Statistics - Part II/30. Text Descriptive vs. Inferential Summary.html

11 kB

Part 06-Module 01-Lesson 02_Descriptive Statistics - Part II/31. Descriptive Statistics Summary-Fe7Gta2SfLA.mp4

1.1 MB

Part 06-Module 01-Lesson 02_Descriptive Statistics - Part II/31. Video Summary.html

9.1 kB

Part 06-Module 01-Lesson 02_Descriptive Statistics - Part II/index.html

7.6 kB

Part 06-Module 01-Lesson 02_Descriptive Statistics - Part II/img/histogram-nonnormal.png

35 kB

Part 06-Module 01-Lesson 02_Descriptive Statistics - Part II/img/iris-box-plot.png

16 kB

Part 06-Module 01-Lesson 02_Descriptive Statistics - Part II/img/screen-shot-2017-06-26-at-2.11.18-pm.png

70 kB

Part 06-Module 01-Lesson 02_Descriptive Statistics - Part II/img/screen-shot-2017-06-26-at-3.47.37-pm.png

77 kB

Part 06-Module 01-Lesson 03_Admissions Case Study/01. Admissions Case Study Introduction-FGbxq1hQgtk.mp4

1.2 MB

Part 06-Module 01-Lesson 03_Admissions Case Study/01. Admissions Case Study Introduction.html

6.4 kB

Part 06-Module 01-Lesson 03_Admissions Case Study/02. Admissions 1-CLgVLQAEYw8.mp4

2.4 MB

Part 06-Module 01-Lesson 03_Admissions Case Study/02. Admissions 1-f3y_weFskL4.mp4

91 kB

Part 06-Module 01-Lesson 03_Admissions Case Study/02. Admissions 1.html

7.1 kB

Part 06-Module 01-Lesson 03_Admissions Case Study/03. Admissions 2-o91iPvtqt78.mp4

101 kB

Part 06-Module 01-Lesson 03_Admissions Case Study/03. Admissions 2-pJrwiukN3Ls.mp4

350 kB

Part 06-Module 01-Lesson 03_Admissions Case Study/03. Admissions 2.html

7.1 kB

Part 06-Module 01-Lesson 03_Admissions Case Study/04. Admissions 3-iKTYAsZLbhc.mp4

1.3 MB

Part 06-Module 01-Lesson 03_Admissions Case Study/04. Admissions 3-rDw0TIpwJ-c.mp4

135 kB

Part 06-Module 01-Lesson 03_Admissions Case Study/04. Admissions 3.html

7.1 kB

Part 06-Module 01-Lesson 03_Admissions Case Study/05. Admissions 4--GMhV1twy6Y.mp4

254 kB

Part 06-Module 01-Lesson 03_Admissions Case Study/05. Admissions 4-GD6cQhkoqS4.mp4

199 kB

Part 06-Module 01-Lesson 03_Admissions Case Study/05. Admissions 4.html

7.1 kB

Part 06-Module 01-Lesson 03_Admissions Case Study/06. Gender Bias-DeWp0hnRq4g.mp4

424 kB

Part 06-Module 01-Lesson 03_Admissions Case Study/06. Gender Bias-JWl8lPGhlbY.mp4

786 kB

Part 06-Module 01-Lesson 03_Admissions Case Study/06. Gender Bias.html

7.2 kB

Part 06-Module 01-Lesson 03_Admissions Case Study/07. Aggregation-8j5hria6Rc8.mp4

142 kB

Part 06-Module 01-Lesson 03_Admissions Case Study/07. Aggregation-55eZrE82TqA.mp4

1.4 MB

Part 06-Module 01-Lesson 03_Admissions Case Study/07. Aggregation.html

7.1 kB

Part 06-Module 01-Lesson 03_Admissions Case Study/08. Aggregation 2-udXhxyls5Dw.mp4

332 kB

Part 06-Module 01-Lesson 03_Admissions Case Study/08. Aggregation 2-xhpEqsHTf3g.mp4

289 kB

Part 06-Module 01-Lesson 03_Admissions Case Study/08. Aggregation 2.html

7.1 kB

Part 06-Module 01-Lesson 03_Admissions Case Study/09. Aggregation 3-tPSj6_m-0_M.mp4

119 kB

Part 06-Module 01-Lesson 03_Admissions Case Study/09. Aggregation 3-YkaVgZ-yFrM.mp4

660 kB

Part 06-Module 01-Lesson 03_Admissions Case Study/09. Aggregation 3.html

7.1 kB

Part 06-Module 01-Lesson 03_Admissions Case Study/10. Gender Bias Revisited-4YY-hmqSz30.mp4

324 kB

Part 06-Module 01-Lesson 03_Admissions Case Study/10. Gender Bias Revisited-dOa4Cl0wM0s.mp4

2.0 MB

Part 06-Module 01-Lesson 03_Admissions Case Study/10. Gender Bias Revisited.html

7.3 kB

Part 06-Module 01-Lesson 03_Admissions Case Study/11. Dangers Of Statistics-UYZXqP562qg.mp4

1.4 MB

Part 06-Module 01-Lesson 03_Admissions Case Study/11. Dangers of Statistics.html

6.3 kB

Part 06-Module 01-Lesson 03_Admissions Case Study/12. Text Recap + Next Steps.html

7.1 kB

Part 06-Module 01-Lesson 03_Admissions Case Study/13. Case Study in Python.html

18 kB

Part 06-Module 01-Lesson 03_Admissions Case Study/14. Conclusion-XiR_37bYA84.mp4

1.1 MB

Part 06-Module 01-Lesson 03_Admissions Case Study/14. Conclusion.html

6.1 kB

Part 06-Module 01-Lesson 03_Admissions Case Study/index.html

5.0 kB

Part 06-Module 01-Lesson 03_Admissions Case Study/img/48678737.gif

78 kB

Part 06-Module 01-Lesson 03_Admissions Case Study/img/48680638.gif

68 kB

Part 06-Module 01-Lesson 03_Admissions Case Study/img/48688787.gif

82 kB

Part 06-Module 01-Lesson 03_Admissions Case Study/img/48692636.gif

74 kB

Part 06-Module 01-Lesson 03_Admissions Case Study/img/48698525.gif

89 kB

Part 06-Module 01-Lesson 03_Admissions Case Study/img/48698526.gif

91 kB

Part 06-Module 01-Lesson 03_Admissions Case Study/img/48721292.gif

90 kB

Part 06-Module 01-Lesson 03_Admissions Case Study/img/48728202.gif

92 kB

Part 06-Module 01-Lesson 03_Admissions Case Study/img/48729170.gif

54 kB

Part 06-Module 01-Lesson 04_Probability/01. Introduction to Probability-HeoQccoqfTk.mp4

2.5 MB

Part 06-Module 01-Lesson 04_Probability/01. Introduction to Probability.html

6.8 kB

Part 06-Module 01-Lesson 04_Probability/02. Flipping Coins-lgUDXtUyLLg.mp4

1.4 MB

Part 06-Module 01-Lesson 04_Probability/02. Flipping Coins-OpNufHYgJCg.mp4

3.6 MB

Part 06-Module 01-Lesson 04_Probability/02. Flipping Coins.html

7.7 kB

Part 06-Module 01-Lesson 04_Probability/03. Fair Coin-9LrlrexpW_o.mp4

1.6 MB

Part 06-Module 01-Lesson 04_Probability/03. Fair Coin-fSKL742j-zk.mp4

252 kB

Part 06-Module 01-Lesson 04_Probability/03. Fair Coin.html

7.5 kB

Part 06-Module 01-Lesson 04_Probability/04. Loaded Coin 1-sNvQeSikRFY.mp4

336 kB

Part 06-Module 01-Lesson 04_Probability/04. Loaded Coin 1-T0EjWSjLGjQ.mp4

788 kB

Part 06-Module 01-Lesson 04_Probability/04. Loaded Coin 1.html

7.8 kB

Part 06-Module 01-Lesson 04_Probability/05. Loaded Coin 2-dGffszQYzqc.mp4

1.3 MB

Part 06-Module 01-Lesson 04_Probability/05. Loaded Coin 2-Y7tnbth-gag.mp4

240 kB

Part 06-Module 01-Lesson 04_Probability/05. Loaded Coin 2.html

7.6 kB

Part 06-Module 01-Lesson 04_Probability/06. Loaded Coin 3-HohMRlmHoMQ.mp4

518 kB

Part 06-Module 01-Lesson 04_Probability/06. Loaded Coin 3-P4uljJ_OP6I.mp4

423 kB

Part 06-Module 01-Lesson 04_Probability/06. Loaded Coin 3.html

7.6 kB

Part 06-Module 01-Lesson 04_Probability/07. Complementary Outcomes-YseJqD-1oUg.mp4

1.1 MB

Part 06-Module 01-Lesson 04_Probability/07. Complementary Outcomes.html

6.8 kB

Part 06-Module 01-Lesson 04_Probability/08. Two Flips 1-1txkcmxk3vU.mp4

3.5 MB

Part 06-Module 01-Lesson 04_Probability/08. Two Flips 1-yUIz7SgUwJg.mp4

978 kB

Part 06-Module 01-Lesson 04_Probability/08. Two Flips 1.html

7.5 kB

Part 06-Module 01-Lesson 04_Probability/09. Two Flips 2-pT0FXiH_5nI.mp4

344 kB

Part 06-Module 01-Lesson 04_Probability/09. Two Flips 2-uhrL5fatt3E.mp4

1.5 MB

Part 06-Module 01-Lesson 04_Probability/09. Two Flips 2.html

7.5 kB

Part 06-Module 01-Lesson 04_Probability/10. Two Flips 3-3NSPqjp6pFY.mp4

1.0 MB

Part 06-Module 01-Lesson 04_Probability/10. Two Flips 3-uimwo-puQWY.mp4

284 kB

Part 06-Module 01-Lesson 04_Probability/10. Two Flips 3.html

8.4 kB

Part 06-Module 01-Lesson 04_Probability/11. Two Flips 4-bNoS6LQEFrI.mp4

1.4 MB

Part 06-Module 01-Lesson 04_Probability/11. Two Flips 4-rRPwknIDuI0.mp4

358 kB

Part 06-Module 01-Lesson 04_Probability/11. Two Flips 4.html

7.5 kB

Part 06-Module 01-Lesson 04_Probability/12. Two Flips 5-G28YyiGFGWA.mp4

601 kB

Part 06-Module 01-Lesson 04_Probability/12. Two Flips 5-HB8b7sZQFGs.mp4

946 kB

Part 06-Module 01-Lesson 04_Probability/12. Two Flips 5.html

7.5 kB

Part 06-Module 01-Lesson 04_Probability/13. One Head 1-lHuZpDkfwq8.mp4

1.1 MB

Part 06-Module 01-Lesson 04_Probability/13. One Head 1-T4A5uyqesjo.mp4

1.2 MB

Part 06-Module 01-Lesson 04_Probability/13. One Head 1.html

7.5 kB

Part 06-Module 01-Lesson 04_Probability/14. One Head 2-64EjAbqrtmo.mp4

1.0 MB

Part 06-Module 01-Lesson 04_Probability/14. One Head 2-JHx3ucNS9f4.mp4

677 kB

Part 06-Module 01-Lesson 04_Probability/14. One Head 2.html

8.4 kB

Part 06-Module 01-Lesson 04_Probability/15. One Of Three 1-bDCXSxkochE.mp4

2.7 MB

Part 06-Module 01-Lesson 04_Probability/15. One Of Three 1-rxfHfjy9Mm4.mp4

644 kB

Part 06-Module 01-Lesson 04_Probability/15. One Of Three 1.html

7.6 kB

Part 06-Module 01-Lesson 04_Probability/16. One Of Three 2-27Ed1GI4j84.mp4

2.9 MB

Part 06-Module 01-Lesson 04_Probability/16. One Of Three 2-gGgqTGZ9TKg.mp4

1.6 MB

Part 06-Module 01-Lesson 04_Probability/16. One Of Three 2.html

7.6 kB

Part 06-Module 01-Lesson 04_Probability/17. Even Roll-DrnAR4SqlEE.mp4

1.7 MB

Part 06-Module 01-Lesson 04_Probability/17. Even Roll-M3L0a5V4Nf0.mp4

1.1 MB

Part 06-Module 01-Lesson 04_Probability/17. Even Roll.html

7.7 kB

Part 06-Module 01-Lesson 04_Probability/18. Doubles-fkUyTJNbdzU.mp4

3.2 MB

Part 06-Module 01-Lesson 04_Probability/18. Doubles-On_Guw8wac8.mp4

1018 kB

Part 06-Module 01-Lesson 04_Probability/18. Doubles.html

7.5 kB

Part 06-Module 01-Lesson 04_Probability/19. Probability Conclusion-dsVKoXymYDU.mp4

3.0 MB

Part 06-Module 01-Lesson 04_Probability/19. Probability Conclusion.html

6.8 kB

Part 06-Module 01-Lesson 04_Probability/20. Text Recap + Next Steps.html

8.5 kB

Part 06-Module 01-Lesson 04_Probability/index.html

5.3 kB

Part 06-Module 01-Lesson 04_Probability/img/48667978.gif

84 kB

Part 06-Module 01-Lesson 04_Probability/img/48667979.gif

70 kB

Part 06-Module 01-Lesson 04_Probability/img/48667981.gif

52 kB

Part 06-Module 01-Lesson 04_Probability/img/48684742.gif

57 kB

Part 06-Module 01-Lesson 04_Probability/img/48687795.gif

57 kB

Part 06-Module 01-Lesson 04_Probability/img/48688828.gif

58 kB

Part 06-Module 01-Lesson 04_Probability/img/48693692.gif

58 kB

Part 06-Module 01-Lesson 04_Probability/img/48695597.gif

63 kB

Part 06-Module 01-Lesson 04_Probability/img/48698583.gif

61 kB

Part 06-Module 01-Lesson 04_Probability/img/48698595.gif

53 kB

Part 06-Module 01-Lesson 04_Probability/img/48699581.gif

55 kB

Part 06-Module 01-Lesson 04_Probability/img/48738115.gif

48 kB

Part 06-Module 01-Lesson 04_Probability/img/48741099.gif

52 kB

Part 06-Module 01-Lesson 04_Probability/img/48742066.gif

56 kB

Part 06-Module 01-Lesson 04_Probability/img/48750031.gif

79 kB

Part 06-Module 01-Lesson 04_Probability/img/48752009.gif

82 kB

Part 06-Module 01-Lesson 05_Binomial Distribution/01. Binomial-3koDdc9r73E.mp4

2.0 MB

Part 06-Module 01-Lesson 05_Binomial Distribution/01. Binomial-x1yamZeOMPY.mp4

644 kB

Part 06-Module 01-Lesson 05_Binomial Distribution/01. Binomial.html

7.2 kB

Part 06-Module 01-Lesson 05_Binomial Distribution/02. Heads Tails-iyX0-eXStbw.mp4

748 kB

Part 06-Module 01-Lesson 05_Binomial Distribution/02. Heads Tails-yo55zJtJQwo.mp4

258 kB

Part 06-Module 01-Lesson 05_Binomial Distribution/02. Heads Tails.html

7.2 kB

Part 06-Module 01-Lesson 05_Binomial Distribution/03. Heads Tails 2-S87Z5DgPJeo.mp4

476 kB

Part 06-Module 01-Lesson 05_Binomial Distribution/03. Heads Tails 2-vLhdJtXx060.mp4

421 kB

Part 06-Module 01-Lesson 05_Binomial Distribution/03. Heads Tails 2.html

7.2 kB

Part 06-Module 01-Lesson 05_Binomial Distribution/04. 5 Flips 1 Head-4LVRNqpdxsw.mp4

520 kB

Part 06-Module 01-Lesson 05_Binomial Distribution/04. 5 Flips 1 Head-VEfOdACY9rA.mp4

467 kB

Part 06-Module 01-Lesson 05_Binomial Distribution/04. 5 Flips 1 Head.html

7.3 kB

Part 06-Module 01-Lesson 05_Binomial Distribution/05. 5 Flips 2 Heads-69je8wHh2mQ.mp4

2.3 MB

Part 06-Module 01-Lesson 05_Binomial Distribution/05. 5 Flips 2 Heads-lhhUjxnbad8.mp4

667 kB

Part 06-Module 01-Lesson 05_Binomial Distribution/05. 5 Flips 2 Heads.html

7.3 kB

Part 06-Module 01-Lesson 05_Binomial Distribution/06. 5 Flips 3 Heads-1PHs2w_NNTg.mp4

282 kB

Part 06-Module 01-Lesson 05_Binomial Distribution/06. 5 Flips 3 Heads-pOKmt4w8T3g.mp4

3.7 MB

Part 06-Module 01-Lesson 05_Binomial Distribution/06. 5 Flips 3 Heads.html

7.3 kB

Part 06-Module 01-Lesson 05_Binomial Distribution/07. 10 Flips 5 Heads-mOPFQlKBg2M.mp4

2.9 MB

Part 06-Module 01-Lesson 05_Binomial Distribution/07. 10 Flips 5 Heads-Qm4KTLfFMzo.mp4

1.0 MB

Part 06-Module 01-Lesson 05_Binomial Distribution/07. 10 Flips 5 Heads.html

7.3 kB

Part 06-Module 01-Lesson 05_Binomial Distribution/08. Formula-DTdS-LlMTQ0.mp4

3.2 MB

Part 06-Module 01-Lesson 05_Binomial Distribution/08. Formula-yTr8zCHdo5M.mp4

385 kB

Part 06-Module 01-Lesson 05_Binomial Distribution/08. Formula.html

7.9 kB

Part 06-Module 01-Lesson 05_Binomial Distribution/09. Arrangements-GeINbOOYkF8.mp4

5.2 MB

Part 06-Module 01-Lesson 05_Binomial Distribution/09. Arrangements-NRPcnpmFCg8.mp4

1.8 MB

Part 06-Module 01-Lesson 05_Binomial Distribution/09. Arrangements.html

7.2 kB

Part 06-Module 01-Lesson 05_Binomial Distribution/10. Binomial 1-07vOaYwecII.mp4

1.8 MB

Part 06-Module 01-Lesson 05_Binomial Distribution/10. Binomial 1-RBfFHxEjsIU.mp4

656 kB

Part 06-Module 01-Lesson 05_Binomial Distribution/10. Binomial 1.html

7.4 kB

Part 06-Module 01-Lesson 05_Binomial Distribution/11. Binomial 2-d4LWnxyvrTQ.mp4

321 kB

Part 06-Module 01-Lesson 05_Binomial Distribution/11. Binomial 2-Uy7b3aMPnEY.mp4

571 kB

Part 06-Module 01-Lesson 05_Binomial Distribution/11. Binomial 2.html

7.4 kB

Part 06-Module 01-Lesson 05_Binomial Distribution/12. Binomial 3-Jp2xJOtNQZ0.mp4

1.3 MB

Part 06-Module 01-Lesson 05_Binomial Distribution/12. Binomial 3-YIELbuet-ZE.mp4

2.8 MB

Part 06-Module 01-Lesson 05_Binomial Distribution/12. Binomial 3.html

7.2 kB

Part 06-Module 01-Lesson 05_Binomial Distribution/13. Binomial 4-lPrKmvckG4E.mp4

2.8 MB

Part 06-Module 01-Lesson 05_Binomial Distribution/13. Binomial 4-mvJUNYfHngY.mp4

815 kB

Part 06-Module 01-Lesson 05_Binomial Distribution/13. Binomial 4.html

7.2 kB

Part 06-Module 01-Lesson 05_Binomial Distribution/14. Binomial 5-8jcCGD986jk.mp4

749 kB

Part 06-Module 01-Lesson 05_Binomial Distribution/14. Binomial 5-yof0QiP2mzk.mp4

304 kB

Part 06-Module 01-Lesson 05_Binomial Distribution/14. Binomial 5.html

7.2 kB

Part 06-Module 01-Lesson 05_Binomial Distribution/15. Binomial 6-CQHRYIU6v9Q.mp4

530 kB

Part 06-Module 01-Lesson 05_Binomial Distribution/15. Binomial 6-n_OrWrZ8tKY.mp4

1.3 MB

Part 06-Module 01-Lesson 05_Binomial Distribution/15. Binomial 6.html

7.2 kB

Part 06-Module 01-Lesson 05_Binomial Distribution/16. Binomial Conclusion.html

6.5 kB

Part 06-Module 01-Lesson 05_Binomial Distribution/16. Binomial Distribution Conclusion-9gjCYs8f_PU.mp4

6.0 MB

Part 06-Module 01-Lesson 05_Binomial Distribution/17. Text Recap + Next Steps.html

8.4 kB

Part 06-Module 01-Lesson 05_Binomial Distribution/index.html

5.1 kB

Part 06-Module 01-Lesson 05_Binomial Distribution/img/48204962.gif

58 kB

Part 06-Module 01-Lesson 05_Binomial Distribution/img/48632799.gif

71 kB

Part 06-Module 01-Lesson 05_Binomial Distribution/img/48632800.gif

48 kB

Part 06-Module 01-Lesson 05_Binomial Distribution/img/48635652.gif

58 kB

Part 06-Module 01-Lesson 05_Binomial Distribution/img/48665990.gif

309 kB

Part 06-Module 01-Lesson 05_Binomial Distribution/img/48713571.gif

1012 kB

Part 06-Module 01-Lesson 05_Binomial Distribution/img/48716247.gif

63 kB

Part 06-Module 01-Lesson 05_Binomial Distribution/img/48736116.gif

267 kB

Part 06-Module 01-Lesson 05_Binomial Distribution/img/48738100.gif

61 kB

Part 06-Module 01-Lesson 05_Binomial Distribution/img/48741083.gif

82 kB

Part 06-Module 01-Lesson 05_Binomial Distribution/img/48745039.gif

291 kB

Part 06-Module 01-Lesson 05_Binomial Distribution/img/48746014.gif

73 kB

Part 06-Module 01-Lesson 05_Binomial Distribution/img/48746015.gif

58 kB

Part 06-Module 01-Lesson 05_Binomial Distribution/img/48750006.gif

59 kB

Part 06-Module 01-Lesson 05_Binomial Distribution/img/48750011.gif

82 kB

Part 06-Module 01-Lesson 06_Conditional Probability/01. Introduction to Conditional Probability-Ok8948Wcbmo.mp4

3.7 MB

Part 06-Module 01-Lesson 06_Conditional Probability/01. Introduction to Conditional Probability.html

6.6 kB

Part 06-Module 01-Lesson 06_Conditional Probability/02. Medical Example 1-E1ph6NP3_v4.mp4

204 kB

Part 06-Module 01-Lesson 06_Conditional Probability/02. Medical Example 1-mFfbts1lAEo.mp4

831 kB

Part 06-Module 01-Lesson 06_Conditional Probability/02. Medical Example 1.html

7.3 kB

Part 06-Module 01-Lesson 06_Conditional Probability/03. Medical Example 2-FV_hc3MzS_8.mp4

5.9 MB

Part 06-Module 01-Lesson 06_Conditional Probability/03. Medical Example 2-VLLG0rYC7To.mp4

715 kB

Part 06-Module 01-Lesson 06_Conditional Probability/03. Medical Example 2.html

7.3 kB

Part 06-Module 01-Lesson 06_Conditional Probability/04. Medical Example 3-Iz4ViIg9ZlQ.mp4

2.3 MB

Part 06-Module 01-Lesson 06_Conditional Probability/04. Medical Example 3-Rf6WfB_1EJQ.mp4

842 kB

Part 06-Module 01-Lesson 06_Conditional Probability/04. Medical Example 3.html

7.3 kB

Part 06-Module 01-Lesson 06_Conditional Probability/05. Medical Example 4-pL8Bf6tck_A.mp4

498 kB

Part 06-Module 01-Lesson 06_Conditional Probability/05. Medical Example 4-udduksMWMB4.mp4

767 kB

Part 06-Module 01-Lesson 06_Conditional Probability/05. Medical Example 4.html

7.3 kB

Part 06-Module 01-Lesson 06_Conditional Probability/06. Medical Example 5-fqt7NIvMB0s.mp4

183 kB

Part 06-Module 01-Lesson 06_Conditional Probability/06. Medical Example 5-ys9w-NNKCcU.mp4

765 kB

Part 06-Module 01-Lesson 06_Conditional Probability/06. Medical Example 5.html

7.3 kB

Part 06-Module 01-Lesson 06_Conditional Probability/07. Medical Example 6--lC9xztr4zA.mp4

534 kB

Part 06-Module 01-Lesson 06_Conditional Probability/07. Medical Example 6-iyE5h48qPFQ.mp4

224 kB

Part 06-Module 01-Lesson 06_Conditional Probability/07. Medical Example 6.html

7.3 kB

Part 06-Module 01-Lesson 06_Conditional Probability/08. Medical Example 7-cw_zgQbAWNU.mp4

253 kB

Part 06-Module 01-Lesson 06_Conditional Probability/08. Medical Example 7-jPspIs-fNxg.mp4

663 kB

Part 06-Module 01-Lesson 06_Conditional Probability/08. Medical Example 7.html

7.5 kB

Part 06-Module 01-Lesson 06_Conditional Probability/09. Medical Example 8-7k5oAaZamCA.mp4

623 kB

Part 06-Module 01-Lesson 06_Conditional Probability/09. Medical Example 8-btGdX0ZpkNU.mp4

1.7 MB

Part 06-Module 01-Lesson 06_Conditional Probability/09. Medical Example 8.html

7.5 kB

Part 06-Module 01-Lesson 06_Conditional Probability/10. Total Probability-YSYpzFR4k1I.mp4

3.4 MB

Part 06-Module 01-Lesson 06_Conditional Probability/10. Total Probability.html

6.5 kB

Part 06-Module 01-Lesson 06_Conditional Probability/11. Two Coins 1-QIQBb4nLsHc.mp4

1.4 MB

Part 06-Module 01-Lesson 06_Conditional Probability/11. Two Coins 1-SYnYIjLpbjE.mp4

430 kB

Part 06-Module 01-Lesson 06_Conditional Probability/11. Two Coins 1.html

7.5 kB

Part 06-Module 01-Lesson 06_Conditional Probability/12. Two Coins 2-hoVOT8qcQ7c.mp4

3.1 MB

Part 06-Module 01-Lesson 06_Conditional Probability/12. Two Coins 2-tI0J14yQr1s.mp4

1.3 MB

Part 06-Module 01-Lesson 06_Conditional Probability/12. Two Coins 2.html

7.5 kB

Part 06-Module 01-Lesson 06_Conditional Probability/13. Two Coins 3-GO6kbL3QRBE.mp4

1.7 MB

Part 06-Module 01-Lesson 06_Conditional Probability/13. Two Coins 3-JIWv5fU3GLA.mp4

3.4 MB

Part 06-Module 01-Lesson 06_Conditional Probability/13. Two Coins 3.html

7.6 kB

Part 06-Module 01-Lesson 06_Conditional Probability/14. Two Coins 4-9R44IyZ-aQI.mp4

2.3 MB

Part 06-Module 01-Lesson 06_Conditional Probability/14. Two Coins 4-cDub-OOrIRE.mp4

1.5 MB

Part 06-Module 01-Lesson 06_Conditional Probability/14. Two Coins 4.html

7.5 kB

Part 06-Module 01-Lesson 06_Conditional Probability/15. Summary-yepMH9VswI8.mp4

4.4 MB

Part 06-Module 01-Lesson 06_Conditional Probability/15. Summary.html

6.4 kB

Part 06-Module 01-Lesson 06_Conditional Probability/16. Text Summary.html

7.6 kB

Part 06-Module 01-Lesson 06_Conditional Probability/index.html

5.2 kB

Part 06-Module 01-Lesson 06_Conditional Probability/img/48271966.gif

87 kB

Part 06-Module 01-Lesson 06_Conditional Probability/img/48271967.gif

96 kB

Part 06-Module 01-Lesson 06_Conditional Probability/img/48632846.gif

61 kB

Part 06-Module 01-Lesson 06_Conditional Probability/img/48632848.gif

80 kB

Part 06-Module 01-Lesson 06_Conditional Probability/img/48641639.gif

83 kB

Part 06-Module 01-Lesson 06_Conditional Probability/img/48652467.gif

73 kB

Part 06-Module 01-Lesson 06_Conditional Probability/img/48716288.gif

59 kB

Part 06-Module 01-Lesson 06_Conditional Probability/img/48716290.gif

85 kB

Part 06-Module 01-Lesson 06_Conditional Probability/img/48720246.gif

55 kB

Part 06-Module 01-Lesson 06_Conditional Probability/img/48734186.gif

68 kB

Part 06-Module 01-Lesson 06_Conditional Probability/img/48734324.gif

91 kB

Part 06-Module 01-Lesson 06_Conditional Probability/img/48739228.gif

84 kB

Part 06-Module 01-Lesson 07_Bayes Rule/01. Bayes Rule.html

8.5 kB

Part 06-Module 01-Lesson 07_Bayes Rule/01. Bayes Rules-CohZnkZMOxE.mp4

1.1 MB

Part 06-Module 01-Lesson 07_Bayes Rule/02. Cancer Test-CNpSrdnYvbo.mp4

6.7 MB

Part 06-Module 01-Lesson 07_Bayes Rule/02. Cancer Test-FnNveASivMA.mp4

1.7 MB

Part 06-Module 01-Lesson 07_Bayes Rule/02. Cancer Test.html

10 kB

Part 06-Module 01-Lesson 07_Bayes Rule/03. Prior And Posterior-GlmS_jox08s.mp4

1.1 MB

Part 06-Module 01-Lesson 07_Bayes Rule/03. Prior And Posterior-o2Tpws5C2Eg.mp4

6.0 MB

Part 06-Module 01-Lesson 07_Bayes Rule/03. Prior And Posterior.html

9.7 kB

Part 06-Module 01-Lesson 07_Bayes Rule/04. Normalizing 1-5Tbd3_a5Vug.mp4

838 kB

Part 06-Module 01-Lesson 07_Bayes Rule/04. Normalizing 1-9SbUxcyDTaQ.mp4

642 kB

Part 06-Module 01-Lesson 07_Bayes Rule/04. Normalizing 1.html

9.4 kB

Part 06-Module 01-Lesson 07_Bayes Rule/05. Normalizing 2--pOzdj6pnbA.mp4

181 kB

Part 06-Module 01-Lesson 07_Bayes Rule/05. Normalizing 2-WYA5Zbf8HC4.mp4

1.3 MB

Part 06-Module 01-Lesson 07_Bayes Rule/05. Normalizing 2.html

9.4 kB

Part 06-Module 01-Lesson 07_Bayes Rule/06. Normalizing 3-etrUbOAoh1U.mp4

181 kB

Part 06-Module 01-Lesson 07_Bayes Rule/06. Normalizing 3-V96RcbbVP7Q.mp4

352 kB

Part 06-Module 01-Lesson 07_Bayes Rule/06. Normalizing 3.html

9.4 kB

Part 06-Module 01-Lesson 07_Bayes Rule/07. Total Probability-_hXCgF-aMB0.mp4

189 kB

Part 06-Module 01-Lesson 07_Bayes Rule/07. Total Probability-fAaE5K9OZJc.mp4

619 kB

Part 06-Module 01-Lesson 07_Bayes Rule/07. Total Probability.html

9.4 kB

Part 06-Module 01-Lesson 07_Bayes Rule/08. Bayes Rule Diagram-b8M9CWxRyQ4.mp4

3.6 MB

Part 06-Module 01-Lesson 07_Bayes Rule/08. Bayes Rule Diagram.html

8.6 kB

Part 06-Module 01-Lesson 07_Bayes Rule/09. Equivalent Diagram-aUFWZ2uJuBE.mp4

2.0 MB

Part 06-Module 01-Lesson 07_Bayes Rule/09. Equivalent Diagram.html

8.9 kB

Part 06-Module 01-Lesson 07_Bayes Rule/10. Cancer Probabilities-7ZLe_JP5wRY.mp4

381 kB

Part 06-Module 01-Lesson 07_Bayes Rule/10. Cancer Probabilities-CMQBKuYjPBM.mp4

894 kB

Part 06-Module 01-Lesson 07_Bayes Rule/10. Cancer Probabilities.html

10 kB

Part 06-Module 01-Lesson 07_Bayes Rule/11. Probability Given Test-41HCYR-NW-w.mp4

765 kB

Part 06-Module 01-Lesson 07_Bayes Rule/11. Probability Given Test-omC0zbJyzUY.mp4

1.8 MB

Part 06-Module 01-Lesson 07_Bayes Rule/11. Probability Given Test.html

9.7 kB

Part 06-Module 01-Lesson 07_Bayes Rule/12. Normalizer-G9yQ_URDrDQ.mp4

179 kB

Part 06-Module 01-Lesson 07_Bayes Rule/12. Normalizer-W5i-gRAvZxs.mp4

214 kB

Part 06-Module 01-Lesson 07_Bayes Rule/12. Normalizer.html

9.4 kB

Part 06-Module 01-Lesson 07_Bayes Rule/13. Normalizing Probability-V_Gqm42WodI.mp4

598 kB

Part 06-Module 01-Lesson 07_Bayes Rule/13. Normalizing Probability-yYqN9Mf4jqw.mp4

2.7 MB

Part 06-Module 01-Lesson 07_Bayes Rule/13. Normalizing Probability.html

9.9 kB

Part 06-Module 01-Lesson 07_Bayes Rule/14. Disease Test 1-05upwXtARuo.mp4

1.7 MB

Part 06-Module 01-Lesson 07_Bayes Rule/14. Disease Test 1-qDGSvvabN18.mp4

1.5 MB

Part 06-Module 01-Lesson 07_Bayes Rule/14. Disease Test 1.html

10 kB

Part 06-Module 01-Lesson 07_Bayes Rule/15. Disease Test 2-FQM7i07EqGo.mp4

523 kB

Part 06-Module 01-Lesson 07_Bayes Rule/15. Disease Test 2-GsneDVJB75E.mp4

236 kB

Part 06-Module 01-Lesson 07_Bayes Rule/15. Disease Test 2.html

9.4 kB

Part 06-Module 01-Lesson 07_Bayes Rule/16. Disease Test 3-a61GPGk-Qy4.mp4

528 kB

Part 06-Module 01-Lesson 07_Bayes Rule/16. Disease Test 3-PfEYA6z-19w.mp4

164 kB

Part 06-Module 01-Lesson 07_Bayes Rule/16. Disease Test 3.html

9.4 kB

Part 06-Module 01-Lesson 07_Bayes Rule/17. Disease Test 4-UERKMwmkAsM.mp4

225 kB

Part 06-Module 01-Lesson 07_Bayes Rule/17. Disease Test 4-ztkKTrMZHXg.mp4

93 kB

Part 06-Module 01-Lesson 07_Bayes Rule/17. Disease Test 4.html

9.4 kB

Part 06-Module 01-Lesson 07_Bayes Rule/18. Disease Test 5-4qW7a5E74No.mp4

117 kB

Part 06-Module 01-Lesson 07_Bayes Rule/18. Disease Test 5-nUxwwMNKIYo.mp4

1.4 MB

Part 06-Module 01-Lesson 07_Bayes Rule/18. Disease Test 5.html

9.7 kB

Part 06-Module 01-Lesson 07_Bayes Rule/19. Disease Test 6-cdFrLeXIkZU.mp4

356 kB

Part 06-Module 01-Lesson 07_Bayes Rule/19. Disease Test 6-OdVAt79eQak.mp4

2.5 MB

Part 06-Module 01-Lesson 07_Bayes Rule/19. Disease Test 6.html

9.7 kB

Part 06-Module 01-Lesson 07_Bayes Rule/20. Bayes Rule Summary-RgXQ8GRsjfc.mp4

5.4 MB

Part 06-Module 01-Lesson 07_Bayes Rule/20. Bayes Rule Summary.html

8.6 kB

Part 06-Module 01-Lesson 07_Bayes Rule/21. Robot Sensing 1--TBAfU1cjRU.mp4

1.3 MB

Part 06-Module 01-Lesson 07_Bayes Rule/21. Robot Sensing 1-_DjfTytro6I.mp4

3.3 MB

Part 06-Module 01-Lesson 07_Bayes Rule/21. Robot Sensing 1.html

13 kB

Part 06-Module 01-Lesson 07_Bayes Rule/22. Robot Sensing 2-aBBmlnd7okQ.mp4

1.8 MB

Part 06-Module 01-Lesson 07_Bayes Rule/22. Robot Sensing 2-t22oDruXhuo.mp4

790 kB

Part 06-Module 01-Lesson 07_Bayes Rule/22. Robot Sensing 2.html

9.7 kB

Part 06-Module 01-Lesson 07_Bayes Rule/23. Robot Sensing 3--6l4_oprDOk.mp4

521 kB

Part 06-Module 01-Lesson 07_Bayes Rule/23. Robot Sensing 3-m1LSU9SPZ2k.mp4

1.7 MB

Part 06-Module 01-Lesson 07_Bayes Rule/23. Robot Sensing 3.html

9.7 kB

Part 06-Module 01-Lesson 07_Bayes Rule/24. Robot Sensing 4-d_fbDqAGVdE.mp4

337 kB

Part 06-Module 01-Lesson 07_Bayes Rule/24. Robot Sensing 4-vasdN2Gol0M.mp4

3.1 MB

Part 06-Module 01-Lesson 07_Bayes Rule/24. Robot Sensing 4.html

9.4 kB

Part 06-Module 01-Lesson 07_Bayes Rule/25. Robot Sensing 5-PGG9agooCvw.mp4

750 kB

Part 06-Module 01-Lesson 07_Bayes Rule/25. Robot Sensing 5-tIrqdYTT_9Q.mp4

155 kB

Part 06-Module 01-Lesson 07_Bayes Rule/25. Robot Sensing 5.html

9.4 kB

Part 06-Module 01-Lesson 07_Bayes Rule/26. Robot Sensing 6-hXyXlk0gYzk.mp4

570 kB

Part 06-Module 01-Lesson 07_Bayes Rule/26. Robot Sensing 6-Se-ddM2Wdac.mp4

232 kB

Part 06-Module 01-Lesson 07_Bayes Rule/26. Robot Sensing 6.html

9.4 kB

Part 06-Module 01-Lesson 07_Bayes Rule/27. Robot Sensing 7-clFL503NPyY.mp4

113 kB

Part 06-Module 01-Lesson 07_Bayes Rule/27. Robot Sensing 7-goEMc0w58xM.mp4

203 kB

Part 06-Module 01-Lesson 07_Bayes Rule/27. Robot Sensing 7.html

9.4 kB

Part 06-Module 01-Lesson 07_Bayes Rule/28. Robot Sensing 8-hyAQ28MYmc4.mp4

366 kB

Part 06-Module 01-Lesson 07_Bayes Rule/28. Robot Sensing 8-lmuonrQp_lM.mp4

1019 kB

Part 06-Module 01-Lesson 07_Bayes Rule/28. Robot Sensing 8.html

10 kB

Part 06-Module 01-Lesson 07_Bayes Rule/29. Generalizing-SdMk3aROgSc.mp4

2.4 MB

Part 06-Module 01-Lesson 07_Bayes Rule/29. Generalizing.html

8.6 kB

Part 06-Module 01-Lesson 07_Bayes Rule/30. Sebastian At Home-R4zq6mPPMxs.mp4

3.1 MB

Part 06-Module 01-Lesson 07_Bayes Rule/30. Sebastian At Home-TtmQ7YCw_1Y.mp4

2.4 MB

Part 06-Module 01-Lesson 07_Bayes Rule/30. Sebastian At Home.html

9.6 kB

Part 06-Module 01-Lesson 07_Bayes Rule/31. Learning Objectives - Conditional Probability.html

19 kB

Part 06-Module 01-Lesson 07_Bayes Rule/32. Reducing Uncertainty-zuFMhmKQ--o.mp4

2.1 MB

Part 06-Module 01-Lesson 07_Bayes Rule/32. Reducing Uncertainty.html

8.6 kB

Part 06-Module 01-Lesson 07_Bayes Rule/33. Bayes' Rule and Robotics-meNSO42JF6I.mp4

1.4 MB

Part 06-Module 01-Lesson 07_Bayes Rule/33. Bayes' Rule and Robotics.html

8.6 kB

Part 06-Module 01-Lesson 07_Bayes Rule/34. Learning from Sensor Data.html

12 kB

Part 06-Module 01-Lesson 07_Bayes Rule/35. Using Sensor Data-vhl-SADfti8.mp4

2.7 MB

Part 06-Module 01-Lesson 07_Bayes Rule/35. Using Sensor Data.html

8.6 kB

Part 06-Module 01-Lesson 07_Bayes Rule/36. Learning Objectives - Bayes' Rule.html

17 kB

Part 06-Module 01-Lesson 07_Bayes Rule/37. Bayes Rule Conclusion-vlfDGCD8w0s.mp4

898 kB

Part 06-Module 01-Lesson 07_Bayes Rule/37. Bayes Rule Conclusion.html

8.5 kB

Part 06-Module 01-Lesson 07_Bayes Rule/index.html

6.8 kB

Part 06-Module 01-Lesson 07_Bayes Rule/img/48011955.gif

82 kB

Part 06-Module 01-Lesson 07_Bayes Rule/img/48198838.gif

82 kB

Part 06-Module 01-Lesson 07_Bayes Rule/img/48198839.gif

83 kB

Part 06-Module 01-Lesson 07_Bayes Rule/img/48230509.gif

60 kB

Part 06-Module 01-Lesson 07_Bayes Rule/img/48230510.gif

79 kB

Part 06-Module 01-Lesson 07_Bayes Rule/img/48240997.gif

89 kB

Part 06-Module 01-Lesson 07_Bayes Rule/img/48240998.gif

81 kB

Part 06-Module 01-Lesson 07_Bayes Rule/img/48241000.gif

75 kB

Part 06-Module 01-Lesson 07_Bayes Rule/img/48292975.gif

59 kB

Part 06-Module 01-Lesson 07_Bayes Rule/img/48296523.gif

72 kB

Part 06-Module 01-Lesson 07_Bayes Rule/img/48310768.gif

88 kB

Part 06-Module 01-Lesson 07_Bayes Rule/img/48311831.gif

80 kB

Part 06-Module 01-Lesson 07_Bayes Rule/img/48311832.gif

83 kB

Part 06-Module 01-Lesson 07_Bayes Rule/img/48445276.gif

83 kB

Part 06-Module 01-Lesson 07_Bayes Rule/img/48480558.gif

69 kB

Part 06-Module 01-Lesson 07_Bayes Rule/img/48480561.gif

86 kB

Part 06-Module 01-Lesson 07_Bayes Rule/img/48609553.gif

71 kB

Part 06-Module 01-Lesson 07_Bayes Rule/img/48629196.gif

71 kB

Part 06-Module 01-Lesson 07_Bayes Rule/img/48646780.gif

84 kB

Part 06-Module 01-Lesson 07_Bayes Rule/img/48686674.gif

76 kB

Part 06-Module 01-Lesson 07_Bayes Rule/img/48704300.gif

81 kB

Part 06-Module 01-Lesson 07_Bayes Rule/img/48709280.gif

74 kB

Part 06-Module 01-Lesson 07_Bayes Rule/img/48726280.gif

85 kB

Part 06-Module 01-Lesson 07_Bayes Rule/img/48737119.gif

77 kB

Part 06-Module 01-Lesson 07_Bayes Rule/img/48743074.gif

87 kB

Part 06-Module 01-Lesson 07_Bayes Rule/img/screen-shot-2017-08-02-at-4.57.01-pm.png

84 kB

Part 06-Module 01-Lesson 07_Bayes Rule/img/screen-shot-2017-08-02-at-11.40.37-am.png

108 kB

Part 06-Module 01-Lesson 07_Bayes Rule/img/screen-shot-2017-08-02-at-11.49.10-am.png

120 kB

Part 06-Module 01-Lesson 08_Python Probability Practice/01. Introduction.html

5.8 kB

Part 06-Module 01-Lesson 08_Python Probability Practice/01. Python Probability Introduction-tFMdvAN7WDY.mp4

852 kB

Part 06-Module 01-Lesson 08_Python Probability Practice/02. Simulating Coin Flips-7YtQNZ3iy6o.mp4

3.6 MB

Part 06-Module 01-Lesson 08_Python Probability Practice/02. Simulating Coin Flips.html

6.9 kB

Part 06-Module 01-Lesson 08_Python Probability Practice/03. Probability Quiz.html

11 kB

Part 06-Module 01-Lesson 08_Python Probability Practice/04. Simulating Many Coin Flips-AqpWQIj2V5Y.mp4

3.3 MB

Part 06-Module 01-Lesson 08_Python Probability Practice/04. Simulating Many Coin Flips.html

7.0 kB

Part 06-Module 01-Lesson 08_Python Probability Practice/05. Binomial Distributions Quiz.html

11 kB

Part 06-Module 01-Lesson 08_Python Probability Practice/06. Cancer Test Results.html

13 kB

Part 06-Module 01-Lesson 08_Python Probability Practice/07. Conditional Probability & Bayes Rule Quiz.html

12 kB

Part 06-Module 01-Lesson 08_Python Probability Practice/08. Conclusion.html

5.7 kB

Part 06-Module 01-Lesson 08_Python Probability Practice/08. Python Probability Conclusion-4JYar5GykXk.mp4

1.2 MB

Part 06-Module 01-Lesson 08_Python Probability Practice/index.html

4.7 kB

Part 06-Module 01-Lesson 09_Normal Distribution Theory/01. Maximum Probability-5zkupL6EWh8.mp4

1.1 MB

Part 06-Module 01-Lesson 09_Normal Distribution Theory/01. Maximum Probability-b2zvrFL8AUw.mp4

6.3 MB

Part 06-Module 01-Lesson 09_Normal Distribution Theory/01. Maximum Probability.html

7.1 kB

Part 06-Module 01-Lesson 09_Normal Distribution Theory/02. Shape-DjsL64Kjr1Q.mp4

3.7 MB

Part 06-Module 01-Lesson 09_Normal Distribution Theory/02. Shape-w5qcGO8krMw.mp4

1.3 MB

Part 06-Module 01-Lesson 09_Normal Distribution Theory/02. Shape.html

7.6 kB

Part 06-Module 01-Lesson 09_Normal Distribution Theory/03. Better Formula-vMAl1m8ZtoI.mp4

806 kB

Part 06-Module 01-Lesson 09_Normal Distribution Theory/03. Better Formula-z2xsu2Kehyo.mp4

306 kB

Part 06-Module 01-Lesson 09_Normal Distribution Theory/03. Better Formula.html

7.2 kB

Part 06-Module 01-Lesson 09_Normal Distribution Theory/04. Quadratics-1R44jvxIPJY.mp4

2.2 MB

Part 06-Module 01-Lesson 09_Normal Distribution Theory/04. Quadratics-GzRNoodJZxk.mp4

908 kB

Part 06-Module 01-Lesson 09_Normal Distribution Theory/04. Quadratics.html

7.7 kB

Part 06-Module 01-Lesson 09_Normal Distribution Theory/05. Quadratics 2-HjpgML5zsUE.mp4

1.4 MB

Part 06-Module 01-Lesson 09_Normal Distribution Theory/05. Quadratics 2-N-wpkttwcoA.mp4

1.3 MB

Part 06-Module 01-Lesson 09_Normal Distribution Theory/05. Quadratics 2.html

7.6 kB

Part 06-Module 01-Lesson 09_Normal Distribution Theory/06. Quadratics 3-Ny2vcRZ6Aws.mp4

772 kB

Part 06-Module 01-Lesson 09_Normal Distribution Theory/06. Quadratics 3-YSMWpFM92S0.mp4

1011 kB

Part 06-Module 01-Lesson 09_Normal Distribution Theory/06. Quadratics 3.html

7.7 kB

Part 06-Module 01-Lesson 09_Normal Distribution Theory/07. Quadratics 4-yimIE9fCvi8.mp4

803 kB

Part 06-Module 01-Lesson 09_Normal Distribution Theory/07. Quadratics 4-zB2Y-5YEIec.mp4

608 kB

Part 06-Module 01-Lesson 09_Normal Distribution Theory/07. Quadratics 4.html

7.2 kB

Part 06-Module 01-Lesson 09_Normal Distribution Theory/08. Maximum-02v8ui9riew.mp4

2.0 MB

Part 06-Module 01-Lesson 09_Normal Distribution Theory/08. Maximum-MZoYGBZTh-g.mp4

1.1 MB

Part 06-Module 01-Lesson 09_Normal Distribution Theory/08. Maximum.html

7.7 kB

Part 06-Module 01-Lesson 09_Normal Distribution Theory/09. Maximum Value-rjpcSymYulE.mp4

558 kB

Part 06-Module 01-Lesson 09_Normal Distribution Theory/09. Maximum Value-z_eElEkVOPY.mp4

571 kB

Part 06-Module 01-Lesson 09_Normal Distribution Theory/09. Maximum Value.html

7.0 kB

Part 06-Module 01-Lesson 09_Normal Distribution Theory/10. Minimum-MEbJxfw3NVs.mp4

1.0 MB

Part 06-Module 01-Lesson 09_Normal Distribution Theory/10. Minimum-tiv8VKPL7jg.mp4

514 kB

Part 06-Module 01-Lesson 09_Normal Distribution Theory/10. Minimum.html

7.9 kB

Part 06-Module 01-Lesson 09_Normal Distribution Theory/11. Minimum Value-LconwqN7hJs.mp4

512 kB

Part 06-Module 01-Lesson 09_Normal Distribution Theory/11. Minimum Value-LNzmJUj8K8w.mp4

205 kB

Part 06-Module 01-Lesson 09_Normal Distribution Theory/11. Minimum Value.html

7.0 kB

Part 06-Module 01-Lesson 09_Normal Distribution Theory/12. Normalizer-mQ_IjrtmmAk.mp4

3.5 MB

Part 06-Module 01-Lesson 09_Normal Distribution Theory/12. Normalizer.html

6.2 kB

Part 06-Module 01-Lesson 09_Normal Distribution Theory/13. Formula Summary-zqo1RJEHT_0.mp4

3.8 MB

Part 06-Module 01-Lesson 09_Normal Distribution Theory/13. Formula Summary.html

6.2 kB

Part 06-Module 01-Lesson 09_Normal Distribution Theory/14. Central Limit Theorem-9I8ysrRlmbA.mp4

1.7 MB

Part 06-Module 01-Lesson 09_Normal Distribution Theory/14. Central Limit Theorem-36KLIHioAvA.mp4

909 kB

Part 06-Module 01-Lesson 09_Normal Distribution Theory/14. Central Limit Theorem.html

9.2 kB

Part 06-Module 01-Lesson 09_Normal Distribution Theory/15. Summary-VP-PMcgqhc8.mp4

2.5 MB

Part 06-Module 01-Lesson 09_Normal Distribution Theory/15. Summary.html

6.1 kB

Part 06-Module 01-Lesson 09_Normal Distribution Theory/index.html

5.0 kB

Part 06-Module 01-Lesson 09_Normal Distribution Theory/img/48658976.gif

80 kB

Part 06-Module 01-Lesson 09_Normal Distribution Theory/img/48678758.gif

74 kB

Part 06-Module 01-Lesson 09_Normal Distribution Theory/img/48683704.gif

71 kB

Part 06-Module 01-Lesson 09_Normal Distribution Theory/img/48684686.gif

92 kB

Part 06-Module 01-Lesson 09_Normal Distribution Theory/img/48687733.gif

72 kB

Part 06-Module 01-Lesson 09_Normal Distribution Theory/img/48692663.gif

71 kB

Part 06-Module 01-Lesson 09_Normal Distribution Theory/img/48692666.gif

60 kB

Part 06-Module 01-Lesson 09_Normal Distribution Theory/img/48697566.gif

71 kB

Part 06-Module 01-Lesson 09_Normal Distribution Theory/img/48721315.gif

74 kB

Part 06-Module 01-Lesson 09_Normal Distribution Theory/img/48725208.gif

69 kB

Part 06-Module 01-Lesson 09_Normal Distribution Theory/img/48739104.gif

64 kB

Part 06-Module 01-Lesson 09_Normal Distribution Theory/img/48741058.gif

56 kB

Part 06-Module 01-Lesson 10_Sampling distributions and the Central Limit Theorem/01. Introduction-SvdlBB-ZjcQ.mp4

1.6 MB

Part 06-Module 01-Lesson 10_Sampling distributions and the Central Limit Theorem/01. Introduction.html

10 kB

Part 06-Module 01-Lesson 10_Sampling distributions and the Central Limit Theorem/02. Descriptive vs. Inferential Statistics-XV9pd8-RZ78.mp4

5.0 MB

Part 06-Module 01-Lesson 10_Sampling distributions and the Central Limit Theorem/02. Video Descriptive vs. Inferential Statistics.html

10 kB

Part 06-Module 01-Lesson 10_Sampling distributions and the Central Limit Theorem/03. Quiz Descriptive vs. Inferential (Udacity Students).html

12 kB

Part 06-Module 01-Lesson 10_Sampling distributions and the Central Limit Theorem/04. Quiz Descriptive vs. Inferential (Bagels).html

18 kB

Part 06-Module 01-Lesson 10_Sampling distributions and the Central Limit Theorem/05. Text Descriptive vs. Inferential Statistics.html

10 kB

Part 06-Module 01-Lesson 10_Sampling distributions and the Central Limit Theorem/06. Example of Sampling Distributions - Part I-1XezzP6kxUE.mp4

2.5 MB

Part 06-Module 01-Lesson 10_Sampling distributions and the Central Limit Theorem/06. Video + Quiz Introduction to Sampling Distributions Part I.html

11 kB

Part 06-Module 01-Lesson 10_Sampling distributions and the Central Limit Theorem/07. Example of Sampling Distributions - Part II-PKf3Nu6zAxM.mp4

2.4 MB

Part 06-Module 01-Lesson 10_Sampling distributions and the Central Limit Theorem/07. Video + Quiz Introduction to Sampling Distributions Part II.html

11 kB

Part 06-Module 01-Lesson 10_Sampling distributions and the Central Limit Theorem/08. Example of Sampling Distributions - Part 3-E_4lvTWkSNI.mp4

2.0 MB

Part 06-Module 01-Lesson 10_Sampling distributions and the Central Limit Theorem/08. Video Introduction to Sampling Distributions Part III.html

9.4 kB

Part 06-Module 01-Lesson 10_Sampling distributions and the Central Limit Theorem/09. Notebook + Quiz Sampling Distributions & Python.html

16 kB

Part 06-Module 01-Lesson 10_Sampling distributions and the Central Limit Theorem/10. Text Sampling Distribution Notes.html

11 kB

Part 06-Module 01-Lesson 10_Sampling distributions and the Central Limit Theorem/11. Introduction To Notation-ISkBSUVH49M.mp4

2.1 MB

Part 06-Module 01-Lesson 10_Sampling distributions and the Central Limit Theorem/11. Video Introduction to Notation.html

9.0 kB

Part 06-Module 01-Lesson 10_Sampling distributions and the Central Limit Theorem/12. Notation Parameters vs. Statistics-webref_dLrA.mp4

3.7 MB

Part 06-Module 01-Lesson 10_Sampling distributions and the Central Limit Theorem/12. Video Notation for Parameters vs. Statistics.html

12 kB

Part 06-Module 01-Lesson 10_Sampling distributions and the Central Limit Theorem/13. Quiz Notation.html

13 kB

Part 06-Module 01-Lesson 10_Sampling distributions and the Central Limit Theorem/14. Other Sampling Distributions-Bxl0DonzX8c.mp4

2.4 MB

Part 06-Module 01-Lesson 10_Sampling distributions and the Central Limit Theorem/14. Video Other Sampling Distributions.html

9.0 kB

Part 06-Module 01-Lesson 10_Sampling distributions and the Central Limit Theorem/15. Two Useful Theorems-jQ5i7CALdRQ.mp4

2.5 MB

Part 06-Module 01-Lesson 10_Sampling distributions and the Central Limit Theorem/15. Video Two Useful Theorems - Law of Large Numbers.html

10 kB

Part 06-Module 01-Lesson 10_Sampling distributions and the Central Limit Theorem/16. Notebook + Quiz Law of Large Numbers.html

11 kB

Part 06-Module 01-Lesson 10_Sampling distributions and the Central Limit Theorem/17. Two Useful Theorems - Central Limit Theorem-L79u8ywRmG8.mp4

1.6 MB

Part 06-Module 01-Lesson 10_Sampling distributions and the Central Limit Theorem/17. Video Two Useful Theorems - Central Limit Theorem.html

9.9 kB

Part 06-Module 01-Lesson 10_Sampling distributions and the Central Limit Theorem/18. Notebook + Quiz Central Limit Theorem.html

13 kB

Part 06-Module 01-Lesson 10_Sampling distributions and the Central Limit Theorem/19. Notebook + Quiz Central Limit Theorem - Part II.html

13 kB

Part 06-Module 01-Lesson 10_Sampling distributions and the Central Limit Theorem/20. Video When Does the Central Limit Theorem Not Work.html

9.8 kB

Part 06-Module 01-Lesson 10_Sampling distributions and the Central Limit Theorem/20. When Does the CLT Not Work-uZGTVUEMfrU.mp4

3.0 MB

Part 06-Module 01-Lesson 10_Sampling distributions and the Central Limit Theorem/21. Notebook + Quiz Central Limit Theorem - Part III.html

13 kB

Part 06-Module 01-Lesson 10_Sampling distributions and the Central Limit Theorem/22. Bootstrapping-42j3YclcZ4Q.mp4

3.0 MB

Part 06-Module 01-Lesson 10_Sampling distributions and the Central Limit Theorem/22. Video Bootstrapping.html

9.4 kB

Part 06-Module 01-Lesson 10_Sampling distributions and the Central Limit Theorem/23. Bootstrapping & the Central Limit Theorem-GJGUwNr_82s.mp4

3.1 MB

Part 06-Module 01-Lesson 10_Sampling distributions and the Central Limit Theorem/23. Video Bootstrapping & The Central Limit Theorem.html

10 kB

Part 06-Module 01-Lesson 10_Sampling distributions and the Central Limit Theorem/24. Notebook + Quiz Bootstrapping.html

13 kB

Part 06-Module 01-Lesson 10_Sampling distributions and the Central Limit Theorem/25. Background Of Bootstrapping-6Vg5kGoDl7k.mp4

3.1 MB

Part 06-Module 01-Lesson 10_Sampling distributions and the Central Limit Theorem/25. Video The Background of Bootstrapping.html

9.5 kB

Part 06-Module 01-Lesson 10_Sampling distributions and the Central Limit Theorem/26. Video Why are Sampling Distributions Important.html

9.0 kB

Part 06-Module 01-Lesson 10_Sampling distributions and the Central Limit Theorem/26. Why Are Sampling Distributions Important-aDFDOCJKoH0.mp4

2.2 MB

Part 06-Module 01-Lesson 10_Sampling distributions and the Central Limit Theorem/27. Quiz + Text Recap & Next Steps.html

16 kB

Part 06-Module 01-Lesson 10_Sampling distributions and the Central Limit Theorem/index.html

7.4 kB

Part 06-Module 01-Lesson 11_Confidence Intervals/01. Confidence Intervals Introduction-crleT4000ak.mp4

2.5 MB

Part 06-Module 01-Lesson 11_Confidence Intervals/01. Video Introduction.html

7.5 kB

Part 06-Module 01-Lesson 11_Confidence Intervals/02. Sampling To Distributions To Confidence Intervals-QYMLkDToigc.mp4

3.4 MB

Part 06-Module 01-Lesson 11_Confidence Intervals/02. Video From Sampling Distributions to Confidence Intervals.html

8.7 kB

Part 06-Module 01-Lesson 11_Confidence Intervals/03. Sampling Distributions & Confidence Intervals-gICzUhMVymo.mp4

3.7 MB

Part 06-Module 01-Lesson 11_Confidence Intervals/03. ScreenCast Sampling Distributions and Confidence Intervals.html

8.4 kB

Part 06-Module 01-Lesson 11_Confidence Intervals/04. Notebook + Quiz Building Confidence Intervals.html

17 kB

Part 06-Module 01-Lesson 11_Confidence Intervals/05. Confidence Interval for a Difference In Means-8hrWGzjyhck.mp4

2.4 MB

Part 06-Module 01-Lesson 11_Confidence Intervals/05. ScreenCast Difference In Means.html

8.6 kB

Part 06-Module 01-Lesson 11_Confidence Intervals/06. Notebook + Quiz Difference in Means.html

17 kB

Part 06-Module 01-Lesson 11_Confidence Intervals/07. Confidence Intervals Applications-C0wgmeRx9yE.mp4

3.2 MB

Part 06-Module 01-Lesson 11_Confidence Intervals/07. Video Confidence Interval Applications.html

8.2 kB

Part 06-Module 01-Lesson 11_Confidence Intervals/08. Statistical vs. Practical Differences-RKHD1wzxxPA.mp4

5.7 MB

Part 06-Module 01-Lesson 11_Confidence Intervals/08. Video Statistical vs. Practical Significance.html

8.5 kB

Part 06-Module 01-Lesson 11_Confidence Intervals/09. Statistical vs. Practical Significance.html

8.9 kB

Part 06-Module 01-Lesson 11_Confidence Intervals/10. Traditional Confidence Interval Methods-DmZwYHuz2eM.mp4

3.7 MB

Part 06-Module 01-Lesson 11_Confidence Intervals/10. Video Traditional Confidence Intervals.html

9.3 kB

Part 06-Module 01-Lesson 11_Confidence Intervals/11. ScreenCast Traditional Confidence Interval Methods.html

8.3 kB

Part 06-Module 01-Lesson 11_Confidence Intervals/11. Traditional vs. Bootstrapping Confidence Intervals-eZ8lyiumXDY.mp4

3.8 MB

Part 06-Module 01-Lesson 11_Confidence Intervals/12. Other Language Associated With Confidence Intervals-9KYVRx7-llg.mp4

3.6 MB

Part 06-Module 01-Lesson 11_Confidence Intervals/12. Video Other Language Associated with Confidence Intervals.html

8.6 kB

Part 06-Module 01-Lesson 11_Confidence Intervals/13. Other Language Associated with Confidence Intervals.html

11 kB

Part 06-Module 01-Lesson 11_Confidence Intervals/14. Correct Interpretations of Confidence Intervals-IhYv_SlN7e8.mp4

2.6 MB

Part 06-Module 01-Lesson 11_Confidence Intervals/14. Video Correct Interpretations of Confidence Intervals.html

8.5 kB

Part 06-Module 01-Lesson 11_Confidence Intervals/15. Correct Interpretations of Confidence Intervals.html

10 kB

Part 06-Module 01-Lesson 11_Confidence Intervals/16. Confidence Intervals And Hypothesis Tests-T2d9AUnWl-I.mp4

1.8 MB

Part 06-Module 01-Lesson 11_Confidence Intervals/16. Video Confidence Intervals & Hypothesis Tests.html

7.6 kB

Part 06-Module 01-Lesson 11_Confidence Intervals/17. Text Recap + Next Steps.html

12 kB

Part 06-Module 01-Lesson 11_Confidence Intervals/index.html

6.2 kB

Part 06-Module 01-Lesson 11_Confidence Intervals/img/screen-shot-2017-11-06-at-1.14.05-pm.png

16 kB

Part 06-Module 01-Lesson 12_Hypothesis Testing/01. Hypothesis Testing Introduction-Qi6F2rJAmrA.mp4

1.3 MB

Part 06-Module 01-Lesson 12_Hypothesis Testing/01. Introduction.html

10 kB

Part 06-Module 01-Lesson 12_Hypothesis Testing/02. Hypothesis Testing-9GbHHpiK6wk.mp4

5.2 MB

Part 06-Module 01-Lesson 12_Hypothesis Testing/02. Hypothesis Testing.html

9.8 kB

Part 06-Module 01-Lesson 12_Hypothesis Testing/03. Setting Up Hypotheses - Part I-NpZxJg4S6X4.mp4

3.8 MB

Part 06-Module 01-Lesson 12_Hypothesis Testing/03. Setting Up Hypothesis Tests - Part I.html

11 kB

Part 06-Module 01-Lesson 12_Hypothesis Testing/04. Setting Up Hypotheses.html

12 kB

Part 06-Module 01-Lesson 12_Hypothesis Testing/05. Setting Up Hypotheses - Part II-nByvHz77GiA.mp4

4.8 MB

Part 06-Module 01-Lesson 12_Hypothesis Testing/05. Setting Up Hypothesis Tests - Part II.html

12 kB

Part 06-Module 01-Lesson 12_Hypothesis Testing/06. Quiz Setting Up Hypothesis Tests.html

18 kB

Part 06-Module 01-Lesson 12_Hypothesis Testing/07. Types Of Errors - Part I-aw6GMxIvENc.mp4

2.2 MB

Part 06-Module 01-Lesson 12_Hypothesis Testing/07. Types of Errors - Part I.html

9.9 kB

Part 06-Module 01-Lesson 12_Hypothesis Testing/08. Quiz Types of Errors - Part I.html

12 kB

Part 06-Module 01-Lesson 12_Hypothesis Testing/09. Types Of Errors - Part II-mbdSQ5CjdFs.mp4

6.0 MB

Part 06-Module 01-Lesson 12_Hypothesis Testing/09. Types of Errors - Part II.html

11 kB

Part 06-Module 01-Lesson 12_Hypothesis Testing/10. Quiz Types of Errors - Part II(a).html

15 kB

Part 06-Module 01-Lesson 12_Hypothesis Testing/11. Quiz Types of Errors - Part II(b).html

23 kB

Part 06-Module 01-Lesson 12_Hypothesis Testing/12. Types Of Errors - Part III-Z-srkCPsdaM.mp4

4.0 MB

Part 06-Module 01-Lesson 12_Hypothesis Testing/12. Types of Errors - Part III.html

11 kB

Part 06-Module 01-Lesson 12_Hypothesis Testing/13. Quiz Types of Errors - Part III.html

16 kB

Part 06-Module 01-Lesson 12_Hypothesis Testing/14. Common Types of Hypothesis Tests-8hv8KnvQ6JY.mp4

5.1 MB

Part 06-Module 01-Lesson 12_Hypothesis Testing/14. Common Types of Hypothesis Tests.html

12 kB

Part 06-Module 01-Lesson 12_Hypothesis Testing/15. Quiz More Hypothesis Testing Practice.html

17 kB

Part 06-Module 01-Lesson 12_Hypothesis Testing/16. How Do We Choose Between Hypotheses-JkXTwS-5Daw.mp4

1.9 MB

Part 06-Module 01-Lesson 12_Hypothesis Testing/16. How Do We Choose Between Hypotheses.html

12 kB

Part 06-Module 01-Lesson 12_Hypothesis Testing/16. Using A Confidence Interval to Make A Decision-MghT95b6LbQ.mp4

2.4 MB

Part 06-Module 01-Lesson 12_Hypothesis Testing/17. Simulating From the Null-sL2yJtHZd8Y.mp4

3.8 MB

Part 06-Module 01-Lesson 12_Hypothesis Testing/17. Video Simulating from the Null.html

11 kB

Part 06-Module 01-Lesson 12_Hypothesis Testing/18. Notebook + Quiz Simulating from the Null.html

21 kB

Part 06-Module 01-Lesson 12_Hypothesis Testing/19. Solution Notebook Simulating from the Null.html

11 kB

Part 06-Module 01-Lesson 12_Hypothesis Testing/20. What Is A P-value Anyway-eU6pUZjqviA.mp4

5.3 MB

Part 06-Module 01-Lesson 12_Hypothesis Testing/20. What is a p-value Anyway.html

12 kB

Part 06-Module 01-Lesson 12_Hypothesis Testing/21. Calculating the p-value-_W3Jg7jQ8jI.mp4

3.8 MB

Part 06-Module 01-Lesson 12_Hypothesis Testing/21. Video Calculating the p-value.html

10 kB

Part 06-Module 01-Lesson 12_Hypothesis Testing/22. Quiz What is a p-value Anyway.html

16 kB

Part 06-Module 01-Lesson 12_Hypothesis Testing/23. Quiz Calculating a p-value.html

13 kB

Part 06-Module 01-Lesson 12_Hypothesis Testing/24. Quiz Calculating another p-value.html

13 kB

Part 06-Module 01-Lesson 12_Hypothesis Testing/25. Connecting Errors and P-Values-hFNjd5l9CLs.mp4

4.3 MB

Part 06-Module 01-Lesson 12_Hypothesis Testing/25. Connecting Errors and P-Values.html

11 kB

Part 06-Module 01-Lesson 12_Hypothesis Testing/26. Conclusions In Hypothesis Testing-I0Mo7hcxahY.mp4

3.8 MB

Part 06-Module 01-Lesson 12_Hypothesis Testing/26. Conclusions in Hypothesis Testing.html

11 kB

Part 06-Module 01-Lesson 12_Hypothesis Testing/27. Quiz Connecting Errors and P-Values.html

17 kB

Part 06-Module 01-Lesson 12_Hypothesis Testing/28. Notebook + Quiz Drawing Conclusions.html

16 kB

Part 06-Module 01-Lesson 12_Hypothesis Testing/29. Solution Notebook Drawing Conclusions.html

11 kB

Part 06-Module 01-Lesson 12_Hypothesis Testing/30. Other Things to Consider - Impact of Large Sample Size.html

12 kB

Part 06-Module 01-Lesson 12_Hypothesis Testing/30. What If Our Sample Is Large-WoTCeSTL1eM.mp4

6.1 MB

Part 06-Module 01-Lesson 12_Hypothesis Testing/31. Multiple Testing Corrections-DuMgeHrkIF0.mp4

4.1 MB

Part 06-Module 01-Lesson 12_Hypothesis Testing/31. Other Things to Consider - What If We Test More Than Once.html

11 kB

Part 06-Module 01-Lesson 12_Hypothesis Testing/32. How Do Confidence Intervals & Hypothesis Tests Compare-KEmsEViOoMA.mp4

3.4 MB

Part 06-Module 01-Lesson 12_Hypothesis Testing/32. Other Things to Consider - How Do CIs and HTs Compare.html

11 kB

Part 06-Module 01-Lesson 12_Hypothesis Testing/33. Notebook + Quiz Impact of Sample Size.html

22 kB

Part 06-Module 01-Lesson 12_Hypothesis Testing/34. Solution Notebook Impact of Sample Size.html

11 kB

Part 06-Module 01-Lesson 12_Hypothesis Testing/35. Notebook + Quiz Multiple Tests.html

19 kB

Part 06-Module 01-Lesson 12_Hypothesis Testing/36. Solution Notebook Multiple tests.html

11 kB

Part 06-Module 01-Lesson 12_Hypothesis Testing/37. Hypothesis Testing Conclusion-nQFchD4XPPs.mp4

2.2 MB

Part 06-Module 01-Lesson 12_Hypothesis Testing/37. Hypothesis Testing Conclusion.html

9.9 kB

Part 06-Module 01-Lesson 12_Hypothesis Testing/38. Quiz + Text Recap.html

18 kB

Part 06-Module 01-Lesson 12_Hypothesis Testing/index.html

8.0 kB

Part 06-Module 01-Lesson 12_Hypothesis Testing/img/screen-shot-2017-11-07-at-2.16.14-pm.png

78 kB

Part 06-Module 01-Lesson 12_Hypothesis Testing/img/screen-shot-2017-11-07-at-2.17.08-pm.png

883 kB

Part 06-Module 01-Lesson 12_Hypothesis Testing/img/screen-shot-2017-11-07-at-2.18.27-pm.png

832 kB

Part 06-Module 01-Lesson 12_Hypothesis Testing/img/screen-shot-2018-01-24-at-12.03.45-am.png

171 kB

Part 06-Module 01-Lesson 12_Hypothesis Testing/img/screen-shot-2018-11-19-at-11.32.05-am.png

521 kB

Part 06-Module 01-Lesson 13_Case Study AB tests/01. Case Study Introduction-J5uvdPxHIfs.mp4

1.1 MB

Part 06-Module 01-Lesson 13_Case Study AB tests/01. Introduction.html

7.2 kB

Part 06-Module 01-Lesson 13_Case Study AB tests/02. AB Testing-EcWvhbIjT9o.mp4

5.3 MB

Part 06-Module 01-Lesson 13_Case Study AB tests/02. AB Testing.html

8.6 kB

Part 06-Module 01-Lesson 13_Case Study AB tests/03. AB Testing.html

11 kB

Part 06-Module 01-Lesson 13_Case Study AB tests/04. Business Example-Wzz7omSDfEk.mp4

3.4 MB

Part 06-Module 01-Lesson 13_Case Study AB tests/04. Business Example.html

7.6 kB

Part 06-Module 01-Lesson 13_Case Study AB tests/05. Experiment I-JLKAdT2JESk.mp4

3.6 MB

Part 06-Module 01-Lesson 13_Case Study AB tests/05. Experiment I.html

8.4 kB

Part 06-Module 01-Lesson 13_Case Study AB tests/06. Quiz Experiment I.html

16 kB

Part 06-Module 01-Lesson 13_Case Study AB tests/07. Metric - Click Through Rate-EpfoKAwV_Eg.mp4

3.9 MB

Part 06-Module 01-Lesson 13_Case Study AB tests/07. Metric - Click Through Rate.html

7.8 kB

Part 06-Module 01-Lesson 13_Case Study AB tests/08. Click Through Rate.html

8.5 kB

Part 06-Module 01-Lesson 13_Case Study AB tests/09. Experiment II-fq4eO7CybA4.mp4

1.8 MB

Part 06-Module 01-Lesson 13_Case Study AB tests/09. Experiment II.html

7.7 kB

Part 06-Module 01-Lesson 13_Case Study AB tests/10. Metric - Enrollment Rate.html

10 kB

Part 06-Module 01-Lesson 13_Case Study AB tests/11. Metric - Average Reading Duration-w6Y9ZxHDEbw.mp4

3.1 MB

Part 06-Module 01-Lesson 13_Case Study AB tests/11. Metric - Average Reading Duration.html

7.8 kB

Part 06-Module 01-Lesson 13_Case Study AB tests/12. Metric - Average Classroom Time.html

11 kB

Part 06-Module 01-Lesson 13_Case Study AB tests/13. Metric - Completion Rate.html

10 kB

Part 06-Module 01-Lesson 13_Case Study AB tests/14. Analyzing Multiple Metrics-DtZghKNa7Ak.mp4

1.3 MB

Part 06-Module 01-Lesson 13_Case Study AB tests/14. Analyzing Multiple Metrics.html

7.3 kB

Part 06-Module 01-Lesson 13_Case Study AB tests/15. Quiz Analyzing Multiple Metrics.html

10 kB

Part 06-Module 01-Lesson 13_Case Study AB tests/16. Drawing Conclusions-s-4ghG9vrGQ.mp4

2.4 MB

Part 06-Module 01-Lesson 13_Case Study AB tests/16. Drawing Conclusions.html

8.0 kB

Part 06-Module 01-Lesson 13_Case Study AB tests/17. Quiz Difficulties in AB Testing.html

16 kB

Part 06-Module 01-Lesson 13_Case Study AB tests/18. Conclusion-qmGjRpMVBz8.mp4

1.2 MB

Part 06-Module 01-Lesson 13_Case Study AB tests/18. Conclusion.html

6.9 kB

Part 06-Module 01-Lesson 13_Case Study AB tests/index.html

5.5 kB

Part 07-Module 01-Lesson 01_Linear Regression/01. Intro.html

7.3 kB

Part 07-Module 01-Lesson 01_Linear Regression/01. Welcome To Linear Regression-zxZkTkM34BY.mp4

2.1 MB

Part 07-Module 01-Lesson 01_Linear Regression/02. DLND REG 01 Quiz Housing Prices V2-8CSBiVKu35Q.mp4

1.6 MB

Part 07-Module 01-Lesson 01_Linear Regression/02. Quiz Housing Prices.html

8.5 kB

Part 07-Module 01-Lesson 01_Linear Regression/03. Solution Housing Prices-uhdTulw9-Nc.mp4

1.1 MB

Part 07-Module 01-Lesson 01_Linear Regression/03. Solution Housing Prices.html

7.4 kB

Part 07-Module 01-Lesson 01_Linear Regression/04. Fitting a Line Through Data.html

7.3 kB

Part 07-Module 01-Lesson 01_Linear Regression/04. Fitting A Line-gkdoknEEcaI.mp4

1.1 MB

Part 07-Module 01-Lesson 01_Linear Regression/05. Moving A Line-8EIHFyL2Log.mp4

932 kB

Part 07-Module 01-Lesson 01_Linear Regression/05. Moving a Line.html

7.3 kB

Part 07-Module 01-Lesson 01_Linear Regression/06. Absolute Trick-DJWjBAqSkZw.mp4

5.5 MB

Part 07-Module 01-Lesson 01_Linear Regression/06. Absolute Trick.html

7.3 kB

Part 07-Module 01-Lesson 01_Linear Regression/07. Square Trick-AGZEq-yQgRM.mp4

3.2 MB

Part 07-Module 01-Lesson 01_Linear Regression/07. Square Trick.html

7.3 kB

Part 07-Module 01-Lesson 01_Linear Regression/08. Gradient Descent-4s4x9h6AN5Y.mp4

4.3 MB

Part 07-Module 01-Lesson 01_Linear Regression/08. Gradient Descent.html

7.3 kB

Part 07-Module 01-Lesson 01_Linear Regression/09. Mean Absolute Error-vLKiY0Ehors.mp4

2.5 MB

Part 07-Module 01-Lesson 01_Linear Regression/09. Mean Absolute Error.html

7.3 kB

Part 07-Module 01-Lesson 01_Linear Regression/10. Mean Squared Error-MRyxmZDngI4.mp4

1.8 MB

Part 07-Module 01-Lesson 01_Linear Regression/10. Mean Squared Error.html

7.3 kB

Part 07-Module 01-Lesson 01_Linear Regression/11. Minimizing Error Functions-RbT2TXN_6tY.mp4

3.8 MB

Part 07-Module 01-Lesson 01_Linear Regression/11. Minimizing Error Functions.html

9.4 kB

Part 07-Module 01-Lesson 01_Linear Regression/12. Mean vs Total Error.html

8.9 kB

Part 07-Module 01-Lesson 01_Linear Regression/13. Mini-batch Gradient Descent.html

9.2 kB

Part 07-Module 01-Lesson 01_Linear Regression/14. Absolute Error vs Squared Error.html

10 kB

Part 07-Module 01-Lesson 01_Linear Regression/14. Absolute Vs Squared Error-csvdjaqt1GM.mp4

621 kB

Part 07-Module 01-Lesson 01_Linear Regression/14. DLND REG 12 Absolute Vs Squared Error 2 V1 (1)-7El1OH17Oi4.mp4

653 kB

Part 07-Module 01-Lesson 01_Linear Regression/14. DLND REG 13 Absolute Vs Squared Error 3 V1 (1)-bIVGf_dDkrY.mp4

865 kB

Part 07-Module 01-Lesson 01_Linear Regression/15. Linear Regression in scikit-learn.html

18 kB

Part 07-Module 01-Lesson 01_Linear Regression/16. Higher Dimensions--UvpQV1qmiE.mp4

2.7 MB

Part 07-Module 01-Lesson 01_Linear Regression/16. Higher Dimensions.html

7.3 kB

Part 07-Module 01-Lesson 01_Linear Regression/17. Multiple Linear Regression.html

14 kB

Part 07-Module 01-Lesson 01_Linear Regression/18. Closed Form Solution-G3fRVgLa5gI.mp4

3.0 MB

Part 07-Module 01-Lesson 01_Linear Regression/18. Closed Form Solution.html

7.5 kB

Part 07-Module 01-Lesson 01_Linear Regression/19. (Optional) Closed form Solution Math.html

15 kB

Part 07-Module 01-Lesson 01_Linear Regression/20. Linear Regression Warnings.html

9.5 kB

Part 07-Module 01-Lesson 01_Linear Regression/21. Polynomial Regression-DBhWG-PagEQ.mp4

949 kB

Part 07-Module 01-Lesson 01_Linear Regression/21. Polynomial Regression.html

7.3 kB

Part 07-Module 01-Lesson 01_Linear Regression/22. Regularization-PyFNIcsNma0.mp4

9.1 MB

Part 07-Module 01-Lesson 01_Linear Regression/22. Regularization.html

7.3 kB

Part 07-Module 01-Lesson 01_Linear Regression/23. Conclusion-pyeojf0NniQ.mp4

860 kB

Part 07-Module 01-Lesson 01_Linear Regression/23. Outro.html

7.2 kB

Part 07-Module 01-Lesson 01_Linear Regression/index.html

5.9 kB

Part 07-Module 01-Lesson 01_Linear Regression/img/batch-stochastic.png

197 kB

Part 07-Module 01-Lesson 01_Linear Regression/img/codecogseqn-61.gif

2.1 kB

Part 07-Module 01-Lesson 01_Linear Regression/img/codecogseqn-62.gif

1.3 kB

Part 07-Module 01-Lesson 01_Linear Regression/img/e.gif

1.2 kB

Part 07-Module 01-Lesson 01_Linear Regression/img/f1.gif

2.0 kB

Part 07-Module 01-Lesson 01_Linear Regression/img/f2.gif

1.9 kB

Part 07-Module 01-Lesson 01_Linear Regression/img/f4.gif

1.1 kB

Part 07-Module 01-Lesson 01_Linear Regression/img/f6.gif

1.6 kB

Part 07-Module 01-Lesson 01_Linear Regression/img/gif-1.gif

1.0 kB

Part 07-Module 01-Lesson 01_Linear Regression/img/house.png

492 kB

Part 07-Module 01-Lesson 01_Linear Regression/img/just-a-2d-reg.png

68 kB

Part 07-Module 01-Lesson 01_Linear Regression/img/just-a-simple-lin-reg.png

26 kB

Part 07-Module 01-Lesson 01_Linear Regression/img/lin-reg-no-outliers.png

29 kB

Part 07-Module 01-Lesson 01_Linear Regression/img/lin-reg-w-outliers.png

28 kB

Part 07-Module 01-Lesson 01_Linear Regression/img/m.gif

3.8 kB

Part 07-Module 01-Lesson 01_Linear Regression/img/minibatch.png

137 kB

Part 07-Module 01-Lesson 01_Linear Regression/img/quadraticlinearregression.png

24 kB

Part 07-Module 01-Lesson 01_Linear Regression/img/quiz.jpg

174 kB

Part 07-Module 01-Lesson 01_Linear Regression/img/y.gif

1.4 kB

Part 07-Module 01-Lesson 02_Naive Bayes/01. Intro.html

6.5 kB

Part 07-Module 01-Lesson 02_Naive Bayes/01. Naive Bayes Intro V2-vNOiQXghgRY.mp4

980 kB

Part 07-Module 01-Lesson 02_Naive Bayes/02. Guess the Person.html

6.5 kB

Part 07-Module 01-Lesson 02_Naive Bayes/02. SL NB 01 Guess The Person V1 V1-tAOAjI-7ins.mp4

3.0 MB

Part 07-Module 01-Lesson 02_Naive Bayes/03. Known and Inferred.html

6.6 kB

Part 07-Module 01-Lesson 02_Naive Bayes/03. SL NB 02 Known And Inferred V1 V2-DrYfZXiDLQI.mp4

1012 kB

Part 07-Module 01-Lesson 02_Naive Bayes/04. Guess the Person Now.html

7.0 kB

Part 07-Module 01-Lesson 02_Naive Bayes/04. SL NB 03 Guess The Person Now V1 V2-pQgO1KF90yU.mp4

7.8 MB

Part 07-Module 01-Lesson 02_Naive Bayes/05. Bayes Theorem.html

6.5 kB

Part 07-Module 01-Lesson 02_Naive Bayes/05. SL NB 04 Bayes Theorem V1 V2-nVbPJmf53AI.mp4

2.6 MB

Part 07-Module 01-Lesson 02_Naive Bayes/06. Quiz False Positives.html

7.7 kB

Part 07-Module 01-Lesson 02_Naive Bayes/06. SL NB 05 Q False Positives V1 V2-ngA6v09eP08.mp4

1.9 MB

Part 07-Module 01-Lesson 02_Naive Bayes/07. SL NB 06 S False Positives V1 V3-Bg6_Tvcv81A.mp4

5.6 MB

Part 07-Module 01-Lesson 02_Naive Bayes/07. Solution False Positives.html

6.6 kB

Part 07-Module 01-Lesson 02_Naive Bayes/08. Bayesian Learning 1.html

9.8 kB

Part 07-Module 01-Lesson 02_Naive Bayes/08. SL NB 07 Q Bayesian Learning 1 V1 V4-J4BmsKXPnkA.mp4

2.2 MB

Part 07-Module 01-Lesson 02_Naive Bayes/09. Bayesian Learning 2.html

6.6 kB

Part 07-Module 01-Lesson 02_Naive Bayes/09. SL NB 08 S Bayesian Learning 2 V1 V6-3rIYZgCXVXY.mp4

1.9 MB

Part 07-Module 01-Lesson 02_Naive Bayes/10. Bayesian Learning 3.html

6.9 kB

Part 07-Module 01-Lesson 02_Naive Bayes/10. SL NB 09 Bayesian Learning 3 V1 V4-u-Hj4RsJn1o.mp4

3.3 MB

Part 07-Module 01-Lesson 02_Naive Bayes/11. MLND SL NB Naive Bayes Algorithm-CQBMB9jwcp8.mp4

5.2 MB

Part 07-Module 01-Lesson 02_Naive Bayes/11. Naive Bayes Algorithm 1.html

8.0 kB

Part 07-Module 01-Lesson 02_Naive Bayes/12. MLND SL NB Solution Naive Bayes Algorithm-QDj3xzjuYmo.mp4

1.4 MB

Part 07-Module 01-Lesson 02_Naive Bayes/12. Naive Bayes Algorithm 2.html

6.6 kB

Part 07-Module 01-Lesson 02_Naive Bayes/13. Building a Spam Classifier.html

8.0 kB

Part 07-Module 01-Lesson 02_Naive Bayes/14. Project.html

7.4 kB

Part 07-Module 01-Lesson 02_Naive Bayes/15. Spam Classifier - Workspace.html

7.3 kB

Part 07-Module 01-Lesson 02_Naive Bayes/16. Outro.html

6.7 kB

Part 07-Module 01-Lesson 02_Naive Bayes/index.html

5.2 kB

Part 07-Module 01-Lesson 02_Naive Bayes/img/meme.png

209 kB

Part 07-Module 01-Lesson 02_Naive Bayes/img/spam.png

68 kB

Part 07-Module 01-Lesson 02_Naive Bayes/img/spamham.png

135 kB

Part 07-Module 01-Lesson 03_Clustering/01. Introduction.html

8.2 kB

Part 07-Module 01-Lesson 03_Clustering/02. Unsupervised Learning-Mx9f99bRB3Q.mp4

4.3 MB

Part 07-Module 01-Lesson 03_Clustering/02. Unsupervised Learning.html

6.8 kB

Part 07-Module 01-Lesson 03_Clustering/03. Clustering Movies-g8PKffm8IRY.mp4

4.2 MB

Part 07-Module 01-Lesson 03_Clustering/03. Clustering Movies.html

6.8 kB

Part 07-Module 01-Lesson 03_Clustering/04. How Many Clusters-8Ygq5dRV0Kk.mp4

690 kB

Part 07-Module 01-Lesson 03_Clustering/04. How Many Clusters-R6oIvdBtsZw.mp4

1.2 MB

Part 07-Module 01-Lesson 03_Clustering/04. How Many Clusters.html

7.6 kB

Part 07-Module 01-Lesson 03_Clustering/05. Match Points with Clusters-lS5DfbsWH34.mp4

1.3 MB

Part 07-Module 01-Lesson 03_Clustering/05. Match Points with Clusters-wJV1cRjmIYY.mp4

1024 kB

Part 07-Module 01-Lesson 03_Clustering/05. Match Points with Clusters.html

9.3 kB

Part 07-Module 01-Lesson 03_Clustering/06. Optimizing Centers (Rubber Bands)-nNR4hjhhGBc.mp4

2.3 MB

Part 07-Module 01-Lesson 03_Clustering/06. Optimizing Centers (Rubber Bands)-TN1rQMrx65c.mp4

948 kB

Part 07-Module 01-Lesson 03_Clustering/06. Optimizing Centers (Rubber Bands).html

8.0 kB

Part 07-Module 01-Lesson 03_Clustering/07. Moving Centers 2-FY0DXe0lfrI.mp4

538 kB

Part 07-Module 01-Lesson 03_Clustering/07. Moving Centers 2-uC1Xwc7warg.mp4

617 kB

Part 07-Module 01-Lesson 03_Clustering/07. Moving Centers 2.html

8.1 kB

Part 07-Module 01-Lesson 03_Clustering/08. Match Points (again)-5j6VZr8sHo8.mp4

1.8 MB

Part 07-Module 01-Lesson 03_Clustering/08. Match Points (again)-9J3IwQFXveI.mp4

576 kB

Part 07-Module 01-Lesson 03_Clustering/08. Match Points (again).html

9.3 kB

Part 07-Module 01-Lesson 03_Clustering/09. Handoff to Katie-knrPsGtpyQY.mp4

328 kB

Part 07-Module 01-Lesson 03_Clustering/09. Handoff to Katie.html

6.8 kB

Part 07-Module 01-Lesson 03_Clustering/10. K-Means Cluster Visualization-iCTPBcowJRY.mp4

1.8 MB

Part 07-Module 01-Lesson 03_Clustering/10. K-Means Cluster Visualization-ZMfwPUrOFsE.mp4

400 kB

Part 07-Module 01-Lesson 03_Clustering/10. K-Means Cluster Visualization.html

8.0 kB

Part 07-Module 01-Lesson 03_Clustering/11. K-Means Clustering Visualization 2-fQXXa-CAoS0.mp4

3.8 MB

Part 07-Module 01-Lesson 03_Clustering/11. K-Means Clustering Visualization 2.html

7.3 kB

Part 07-Module 01-Lesson 03_Clustering/12. K-Means Clustering Visualization 3-WfwX3B4d8_I.mp4

3.2 MB

Part 07-Module 01-Lesson 03_Clustering/12. K-Means Clustering Visualization 3.html

6.8 kB

Part 07-Module 01-Lesson 03_Clustering/13. Sklearn-3zHUAXcoZ7c.mp4

11 MB

Part 07-Module 01-Lesson 03_Clustering/13. Sklearn.html

6.7 kB

Part 07-Module 01-Lesson 03_Clustering/14. Some challenges of k-means-e2CdlG5P4WA.mp4

1.1 MB

Part 07-Module 01-Lesson 03_Clustering/14. Some challenges of k-means.html

6.8 kB

Part 07-Module 01-Lesson 03_Clustering/15. Limitations of K-Means-4Fkfu37el_k.mp4

1.3 MB

Part 07-Module 01-Lesson 03_Clustering/15. Limitations of K-Means-nvLhUSSUhiY.mp4

430 kB

Part 07-Module 01-Lesson 03_Clustering/15. Limitations of K-Means.html

7.8 kB

Part 07-Module 01-Lesson 03_Clustering/16. Counterintuitive Clusters-aveIz1JYeAg.mp4

1.6 MB

Part 07-Module 01-Lesson 03_Clustering/16. Counterintuitive Clusters-StmEUgT1XSY.mp4

3.3 MB

Part 07-Module 01-Lesson 03_Clustering/16. Counterintuitive Clusters.html

7.8 kB

Part 07-Module 01-Lesson 03_Clustering/17. Counterintuitive Clusters 2-HyjBus7S2gY.mp4

2.1 MB

Part 07-Module 01-Lesson 03_Clustering/17. Counterintuitive Clusters 2-xSQTzAeeoEc.mp4

1.1 MB

Part 07-Module 01-Lesson 03_Clustering/17. Counterintuitive Clusters 2.html

7.7 kB

Part 07-Module 01-Lesson 03_Clustering/index.html

5.4 kB

Part 07-Module 01-Lesson 03_Clustering/img/2956218691.gif

230 kB

Part 07-Module 01-Lesson 03_Clustering/img/3004978616.gif

165 kB

Part 07-Module 01-Lesson 03_Clustering/img/3013998667.gif

405 kB

Part 07-Module 01-Lesson 03_Clustering/img/3034378634.gif

173 kB

Part 07-Module 01-Lesson 03_Clustering/img/3040398570.gif

149 kB

Part 07-Module 01-Lesson 03_Clustering/img/3050028596.gif

192 kB

Part 07-Module 01-Lesson 03_Clustering/img/3056738546.gif

184 kB

Part 07-Module 01-Lesson 03_Clustering/img/3058428551.gif

125 kB

Part 07-Module 01-Lesson 03_Clustering/img/3081768538.gif

203 kB

Part 07-Module 01-Lesson 03_Clustering/img/meme.png

209 kB

Part 07-Module 01-Lesson 03_Clustering/img/sebastian-katie-jay.png

780 kB

Part 07-Module 01-Lesson 04_Decision Trees/01. Intro.html

7.0 kB

Part 07-Module 01-Lesson 04_Decision Trees/01. MLND SL DT 00 Intro V2-l34ijtQhVNk.mp4

6.4 MB

Part 07-Module 01-Lesson 04_Decision Trees/02. MLND SL DT 01 Recommending Apps 1 MAIN V3-uI_yNrqqKVg.mp4

1.7 MB

Part 07-Module 01-Lesson 04_Decision Trees/02. Recommending Apps 1.html

10 kB

Part 07-Module 01-Lesson 04_Decision Trees/03. MLND SL DT 02 Recommending Apps 2 MAIN V3-KSrIYqKZwCA.mp4

1.5 MB

Part 07-Module 01-Lesson 04_Decision Trees/03. Recommending Apps 2.html

8.2 kB

Part 07-Module 01-Lesson 04_Decision Trees/04. Recommending Apps 3.html

7.0 kB

Part 07-Module 01-Lesson 04_Decision Trees/04. Recommending Apps-nEvW8B1HNq4.mp4

2.3 MB

Part 07-Module 01-Lesson 04_Decision Trees/05. MLND SL DT 04 Q Student Admissions V3 MAIN V1-MOa335cQGI4.mp4

1.4 MB

Part 07-Module 01-Lesson 04_Decision Trees/05. Quiz Student Admissions.html

8.3 kB

Part 07-Module 01-Lesson 04_Decision Trees/06. Solution Student Admissions.html

7.2 kB

Part 07-Module 01-Lesson 04_Decision Trees/06. Student Admissions-TdgBi6LtOB8.mp4

2.0 MB

Part 07-Module 01-Lesson 04_Decision Trees/07. Entropy-piLpj1V1HEk.mp4

3.8 MB

Part 07-Module 01-Lesson 04_Decision Trees/07. Entropy.html

6.9 kB

Part 07-Module 01-Lesson 04_Decision Trees/08. Entropy Formula 1.html

8.8 kB

Part 07-Module 01-Lesson 04_Decision Trees/08. Entropy Formula-iZiSYrOKvpo.mp4

1.5 MB

Part 07-Module 01-Lesson 04_Decision Trees/09. Entropy Formula 2.html

8.2 kB

Part 07-Module 01-Lesson 04_Decision Trees/09. MLND SL DT 08 Entropy Formula 2 MAIN V2-6GHg70hrSJw.mp4

4.1 MB

Part 07-Module 01-Lesson 04_Decision Trees/10. Entropy Formula 3.html

7.5 kB

Part 07-Module 01-Lesson 04_Decision Trees/10. Entropy Formula-w73JTBVeyjE.mp4

2.7 MB

Part 07-Module 01-Lesson 04_Decision Trees/11. Multiclass Entropy.html

9.3 kB

Part 07-Module 01-Lesson 04_Decision Trees/12. MLND SL DT 10 Q Information Gain MAIN V1-tVLOLPEtLFw.mp4

751 kB

Part 07-Module 01-Lesson 04_Decision Trees/12. Quiz Information Gain.html

9.1 kB

Part 07-Module 01-Lesson 04_Decision Trees/13. Information Gain-k9iZL53PAmw.mp4

3.3 MB

Part 07-Module 01-Lesson 04_Decision Trees/13. Solution Information Gain.html

7.8 kB

Part 07-Module 01-Lesson 04_Decision Trees/14. Maximizing Information Gain-3FgJOpKfdY8.mp4

4.3 MB

Part 07-Module 01-Lesson 04_Decision Trees/14. Maximizing Information Gain.html

7.0 kB

Part 07-Module 01-Lesson 04_Decision Trees/15. MLND SL DT 13 Random Forests MAIN V1-n5DhXhcYKcw.mp4

3.0 MB

Part 07-Module 01-Lesson 04_Decision Trees/15. Random Forests.html

7.0 kB

Part 07-Module 01-Lesson 04_Decision Trees/16. Hyperparameters.html

14 kB

Part 07-Module 01-Lesson 04_Decision Trees/17. Decision Trees in sklearn.html

17 kB

Part 07-Module 01-Lesson 04_Decision Trees/18. Titanic Survival Model with Decision Trees.html

7.8 kB

Part 07-Module 01-Lesson 04_Decision Trees/19. [Solution] Titanic Survival Model.html

7.8 kB

Part 07-Module 01-Lesson 04_Decision Trees/20. Outro.html

7.3 kB

Part 07-Module 01-Lesson 04_Decision Trees/index.html

5.6 kB

Part 07-Module 01-Lesson 04_Decision Trees/img/meme.png

209 kB

Part 07-Module 01-Lesson 04_Decision Trees/img/min-samples-split.png

81 kB

Part 07-Module 01-Lesson 04_Decision Trees/img/recommending-apps.png

141 kB

Part 07-Module 01-Lesson 04_Decision Trees/img/screen-shot-2018-01-06-at-8.13.20-pm.png

51 kB

Part 07-Module 01-Lesson 04_Decision Trees/img/screen-shot-2018-01-06-at-9.30.27-pm.png

66 kB

Part 07-Module 01-Lesson 04_Decision Trees/img/screen-shot-2018-01-06-at-9.41.01-pm.png

111 kB

Part 07-Module 01-Lesson 04_Decision Trees/img/screen-shot-2018-05-22-at-12.25.34-pm.png

6.1 kB

Part 07-Module 01-Lesson 04_Decision Trees/img/screen-shot-2018-05-22-at-12.27.22-pm.png

4.2 kB

Part 07-Module 01-Lesson 04_Decision Trees/img/screen-shot-2018-05-22-at-12.27.55-pm.png

4.3 kB

Part 07-Module 01-Lesson 04_Decision Trees/img/student-data.png

92 kB

Part 07-Module 01-Lesson 04_Decision Trees/img/table.png

192 kB

Part 07-Module 01-Lesson 04_Decision Trees/img/trees.png

300 kB

Part 07-Module 01-Lesson 05_Introduction to Kalman Filters/01. Kalman Filters and Linear Algebra.html

9.1 kB

Part 07-Module 01-Lesson 05_Introduction to Kalman Filters/01. 矩阵介绍-Ugx3mldc0lE.mp4

1.8 MB

Part 07-Module 01-Lesson 05_Introduction to Kalman Filters/02. Introduction-XZL934YQ-FQ.mp4

4.4 MB

Part 07-Module 01-Lesson 05_Introduction to Kalman Filters/02. Introduction.html

7.9 kB

Part 07-Module 01-Lesson 05_Introduction to Kalman Filters/03. KALMAN Tracking Intro RENDER V2-C73G7vfVNQc.mp4

4.5 MB

Part 07-Module 01-Lesson 05_Introduction to Kalman Filters/03. Tracking Intro.html

9.3 kB

Part 07-Module 01-Lesson 05_Introduction to Kalman Filters/04. Answer Tracking Intro.html

9.0 kB

Part 07-Module 01-Lesson 05_Introduction to Kalman Filters/05. Gaussian Intro.html

9.7 kB

Part 07-Module 01-Lesson 05_Introduction to Kalman Filters/05. KALMAN Gaussian Intro RENDER 1 1 V3-S2v1CExswT4.mp4

2.4 MB

Part 07-Module 01-Lesson 05_Introduction to Kalman Filters/06. Answer Gaussian Intro.html

8.8 kB

Part 07-Module 01-Lesson 05_Introduction to Kalman Filters/07. Quiz Variance and Preferred Gaussian.html

11 kB

Part 07-Module 01-Lesson 05_Introduction to Kalman Filters/08. Answer Variance and Preferred Gaussian.html

9.1 kB

Part 07-Module 01-Lesson 05_Introduction to Kalman Filters/09. Gaussian Function and Maximum.html

8.8 kB

Part 07-Module 01-Lesson 05_Introduction to Kalman Filters/09. Maximize Gaussian - Artificial Intelligence for Robotics-fRYtUP0P4Lg.mp4

2.2 MB

Part 07-Module 01-Lesson 05_Introduction to Kalman Filters/09. Maximize Gaussian Solution - Artificial Intelligence for Robotics-2cD8T65E-jM.mp4

692 kB

Part 07-Module 01-Lesson 05_Introduction to Kalman Filters/10. KALMAN QUIZ Shifting The Mean 01 RENDER 1 V2-gfBdoCFborg.mp4

1.8 MB

Part 07-Module 01-Lesson 05_Introduction to Kalman Filters/10. Quiz Shifting the Mean.html

9.4 kB

Part 07-Module 01-Lesson 05_Introduction to Kalman Filters/11. Answer Shifting the Mean.html

8.0 kB

Part 07-Module 01-Lesson 05_Introduction to Kalman Filters/11. KALMAN QUIZ Shifting The Mean 02 RENDER V1-L8vNIKvpJ1s.mp4

425 kB

Part 07-Module 01-Lesson 05_Introduction to Kalman Filters/12. KALMAN QUIZ Predicting The Peak 01 RENDER V1-_fGH3xJMxdM.mp4

739 kB

Part 07-Module 01-Lesson 05_Introduction to Kalman Filters/12. Quiz Predicting the Peak.html

9.4 kB

Part 07-Module 01-Lesson 05_Introduction to Kalman Filters/13. Answer Predicting the Peak.html

8.0 kB

Part 07-Module 01-Lesson 05_Introduction to Kalman Filters/13. KALMAN QUIZ Predicting The Peak 02 RENDER V1-mcwr6FcP2Vc.mp4

620 kB

Part 07-Module 01-Lesson 05_Introduction to Kalman Filters/14. KALMAN QUIZ Parameter Update 01 RENDER V3-UUXETqShme4.mp4

2.0 MB

Part 07-Module 01-Lesson 05_Introduction to Kalman Filters/14. Quiz Parameter Update.html

9.7 kB

Part 07-Module 01-Lesson 05_Introduction to Kalman Filters/15. Answer Parameter Update.html

8.2 kB

Part 07-Module 01-Lesson 05_Introduction to Kalman Filters/15. KALMAN QUIZ Parameter Update 02 RENDER V2-vl6GkkEgY4M.mp4

557 kB

Part 07-Module 01-Lesson 05_Introduction to Kalman Filters/16. Notebook New Mean and Variance.html

8.8 kB

Part 07-Module 01-Lesson 05_Introduction to Kalman Filters/17. New Mean and Variance Solution - Artificial Intelligence for Robotics-SwxRWZaC1FM.mp4

1.4 MB

Part 07-Module 01-Lesson 05_Introduction to Kalman Filters/17. Solution New Mean and Variance.html

8.1 kB

Part 07-Module 01-Lesson 05_Introduction to Kalman Filters/18. KALMAN QUIZ Gaussian Motion 01 RENDER V2-LFPT0R3VaPs.mp4

2.9 MB

Part 07-Module 01-Lesson 05_Introduction to Kalman Filters/18. Quiz Gaussian Motion.html

9.8 kB

Part 07-Module 01-Lesson 05_Introduction to Kalman Filters/19. Answer Gaussian Motion.html

8.3 kB

Part 07-Module 01-Lesson 05_Introduction to Kalman Filters/20. Predict Function - Artificial Intelligence for Robotics-DV2cX9W0tT8.mp4

1.2 MB

Part 07-Module 01-Lesson 05_Introduction to Kalman Filters/20. Predict Function.html

8.0 kB

Part 07-Module 01-Lesson 05_Introduction to Kalman Filters/21. Notebook Predict Function.html

8.7 kB

Part 07-Module 01-Lesson 05_Introduction to Kalman Filters/22. Answer Predict Function.html

8.1 kB

Part 07-Module 01-Lesson 05_Introduction to Kalman Filters/22. Predict Function Solution - Artificial Intelligence for Robotics-AMFig-sYGfM.mp4

572 kB

Part 07-Module 01-Lesson 05_Introduction to Kalman Filters/23. Kalman Filter Code - Artificial Intelligence for Robotics-3xBycKfnCOQ.mp4

4.2 MB

Part 07-Module 01-Lesson 05_Introduction to Kalman Filters/23. Kalman Filter Code.html

8.0 kB

Part 07-Module 01-Lesson 05_Introduction to Kalman Filters/24. Notebook 1D Kalman Filter.html

8.7 kB

Part 07-Module 01-Lesson 05_Introduction to Kalman Filters/25. Answer 1D Kalman Filter.html

8.1 kB

Part 07-Module 01-Lesson 05_Introduction to Kalman Filters/25. Kalman Filter Code Solution - Artificial Intelligence for Robotics-X7cixvcogl8.mp4

11 MB

Part 07-Module 01-Lesson 05_Introduction to Kalman Filters/26. Kalman Prediction.html

8.0 kB

Part 07-Module 01-Lesson 05_Introduction to Kalman Filters/26. KALMAN QUIZ Kalman Prediction V1-d8Gx4-RghD0.mp4

2.3 MB

Part 07-Module 01-Lesson 05_Introduction to Kalman Filters/27. Next Motion Models and State.html

8.6 kB

Part 07-Module 01-Lesson 05_Introduction to Kalman Filters/index.html

6.4 kB

Part 07-Module 01-Lesson 05_Introduction to Kalman Filters/img/screen-shot-2018-05-26-at-3.22.39-pm.png

347 kB

Part 07-Module 01-Lesson 05_Introduction to Kalman Filters/img/screen-shot-2018-05-26-at-3.37.30-pm.png

192 kB

Part 07-Module 01-Lesson 05_Introduction to Kalman Filters/img/screen-shot-2018-05-26-at-3.45.03-pm.png

352 kB

Part 07-Module 01-Lesson 05_Introduction to Kalman Filters/img/screen-shot-2018-05-26-at-3.51.18-pm.png

198 kB

Part 07-Module 01-Lesson 05_Introduction to Kalman Filters/img/screen-shot-2018-05-26-at-4.04.18-pm.png

112 kB

Part 07-Module 01-Lesson 05_Introduction to Kalman Filters/img/screen-shot-2018-05-26-at-4.05.55-pm.png

105 kB

Part 07-Module 01-Lesson 05_Introduction to Kalman Filters/img/screen-shot-2018-05-26-at-4.06.03-pm.png

110 kB

Part 07-Module 01-Lesson 05_Introduction to Kalman Filters/img/screen-shot-2018-05-26-at-4.15.46-pm.png

114 kB

Part 07-Module 01-Lesson 05_Introduction to Kalman Filters/img/screen-shot-2018-05-26-at-4.29.49-pm.png

161 kB

Part 07-Module 01-Lesson 05_Introduction to Kalman Filters/img/screen-shot-2018-05-26-at-4.32.19-pm.png

152 kB

Part 07-Module 01-Lesson 05_Introduction to Kalman Filters/img/screen-shot-2018-05-26-at-4.37.05-pm.png

127 kB

Part 07-Module 01-Lesson 05_Introduction to Kalman Filters/img/screen-shot-2018-05-26-at-4.51.08-pm.png

313 kB

Part 07-Module 01-Lesson 05_Introduction to Kalman Filters/img/screen-shot-2018-05-26-at-5.00.26-pm.png

136 kB

Part 08-Module 01-Lesson 01_Introduction to Neural Networks/01. Instructor.html

9.2 kB

Part 08-Module 01-Lesson 01_Introduction to Neural Networks/02. Introduction-tn-CrUTkCUc.mp4

5.1 MB

Part 08-Module 01-Lesson 01_Introduction to Neural Networks/02. Introduction.html

8.8 kB

Part 08-Module 01-Lesson 01_Introduction to Neural Networks/03. Classification Problems 1.html

10 kB

Part 08-Module 01-Lesson 01_Introduction to Neural Networks/03. Exemplo de classificação-Dh625piH7Z0.mp4

2.1 MB

Part 08-Module 01-Lesson 01_Introduction to Neural Networks/04. Classification Problems 2.html

8.8 kB

Part 08-Module 01-Lesson 01_Introduction to Neural Networks/04. 分类问题 2 -46PywnGa_cQ.mp4

2.0 MB

Part 08-Module 01-Lesson 01_Introduction to Neural Networks/05. Linear Boundaries-X-uMlsBi07k.mp4

4.5 MB

Part 08-Module 01-Lesson 01_Introduction to Neural Networks/05. Linear Boundaries.html

9.5 kB

Part 08-Module 01-Lesson 01_Introduction to Neural Networks/06. 09 Higher Dimensions-eBHunImDmWw.mp4

2.8 MB

Part 08-Module 01-Lesson 01_Introduction to Neural Networks/06. Higher Dimensions.html

10 kB

Part 08-Module 01-Lesson 01_Introduction to Neural Networks/07. DL 06 Perceptron Definition Fix V2-hImSxZyRiOw.mp4

5.7 MB

Part 08-Module 01-Lesson 01_Introduction to Neural Networks/07. Perceptrons.html

9.9 kB

Part 08-Module 01-Lesson 01_Introduction to Neural Networks/08. Why Neural Networks.html

8.8 kB

Part 08-Module 01-Lesson 01_Introduction to Neural Networks/08. 为何是神经网络-zAkzOZntK6Y.mp4

1.0 MB

Part 08-Module 01-Lesson 01_Introduction to Neural Networks/09. DL 08 AND And OR Perceptrons-Y-ImuxNpS40.mp4

3.0 MB

Part 08-Module 01-Lesson 01_Introduction to Neural Networks/09. DL 09 XOR Perceptron--z9K49fdE3g.mp4

625 kB

Part 08-Module 01-Lesson 01_Introduction to Neural Networks/09. Perceptrons as Logical Operators.html

20 kB

Part 08-Module 01-Lesson 01_Introduction to Neural Networks/10. 07 Perceptron Algorithm Trick-lif_qPmXvWA.mp4

3.6 MB

Part 08-Module 01-Lesson 01_Introduction to Neural Networks/10. DL 10 S Perceptron Algorithm-fATmrG2hQzI.mp4

277 kB

Part 08-Module 01-Lesson 01_Introduction to Neural Networks/10. Perceptron Algorithm--zhTROHtscQ.mp4

1.9 MB

Part 08-Module 01-Lesson 01_Introduction to Neural Networks/10. Perceptron Trick.html

12 kB

Part 08-Module 01-Lesson 01_Introduction to Neural Networks/11. Perceptron Algorithm Pseudocode-p8Q3yu9YqYk.mp4

3.0 MB

Part 08-Module 01-Lesson 01_Introduction to Neural Networks/11. Perceptron Algorithm.html

17 kB

Part 08-Module 01-Lesson 01_Introduction to Neural Networks/12. Non-Linear Regions-B8UrWnHh1Wc.mp4

1.5 MB

Part 08-Module 01-Lesson 01_Introduction to Neural Networks/12. Non-Linear Regions.html

8.8 kB

Part 08-Module 01-Lesson 01_Introduction to Neural Networks/13. Error Functions-YfUUunxWIJw.mp4

1.5 MB

Part 08-Module 01-Lesson 01_Introduction to Neural Networks/13. Error Functions.html

8.8 kB

Part 08-Module 01-Lesson 01_Introduction to Neural Networks/14. Error Functions-jfKShxGAbok.mp4

7.7 MB

Part 08-Module 01-Lesson 01_Introduction to Neural Networks/14. Log-loss Error Function.html

10 kB

Part 08-Module 01-Lesson 01_Introduction to Neural Networks/15. Discrete vs Continuous-rdP-RPDFkl0.mp4

970 kB

Part 08-Module 01-Lesson 01_Introduction to Neural Networks/15. Discrete vs Continuous.html

11 kB

Part 08-Module 01-Lesson 01_Introduction to Neural Networks/15. Discrete vs. Continuous-Rm2KxFaPiJg.mp4

6.1 MB

Part 08-Module 01-Lesson 01_Introduction to Neural Networks/16. DL 18 Q Softmax V2-RC_A9Tu99y4.mp4

4.0 MB

Part 08-Module 01-Lesson 01_Introduction to Neural Networks/16. DL 18 S Softmax-n8S-v_LCTms.mp4

2.0 MB

Part 08-Module 01-Lesson 01_Introduction to Neural Networks/16. Quiz - Softmax-NNoezNnAMTY.mp4

791 kB

Part 08-Module 01-Lesson 01_Introduction to Neural Networks/16. Softmax.html

12 kB

Part 08-Module 01-Lesson 01_Introduction to Neural Networks/17. One-Hot Encoding-AePvjhyvsBo.mp4

1.7 MB

Part 08-Module 01-Lesson 01_Introduction to Neural Networks/17. One-Hot Encoding.html

8.8 kB

Part 08-Module 01-Lesson 01_Introduction to Neural Networks/18. Maximum Likelihood 1-1yJx-QtlvNI.mp4

2.7 MB

Part 08-Module 01-Lesson 01_Introduction to Neural Networks/18. Maximum Likelihood 2-6nUUeQ9AeUA.mp4

3.9 MB

Part 08-Module 01-Lesson 01_Introduction to Neural Networks/18. Maximum Likelihood.html

11 kB

Part 08-Module 01-Lesson 01_Introduction to Neural Networks/19. Maximizing Probabilities.html

10 kB

Part 08-Module 01-Lesson 01_Introduction to Neural Networks/19. Quiz - Cross 1--xxrisIvD0E.mp4

1.5 MB

Part 08-Module 01-Lesson 01_Introduction to Neural Networks/19. Quiz Cross Entropy-njq6bYrPqSU.mp4

1.9 MB

Part 08-Module 01-Lesson 01_Introduction to Neural Networks/20. Cross Entropy 1-iREoPUrpXvE.mp4

4.7 MB

Part 08-Module 01-Lesson 01_Introduction to Neural Networks/20. Cross-Entropy 1.html

9.0 kB

Part 08-Module 01-Lesson 01_Introduction to Neural Networks/21. Cross-Entropy 2.html

11 kB

Part 08-Module 01-Lesson 01_Introduction to Neural Networks/21. CrossEntropy V1-1BnhC6e0TFw.mp4

7.0 MB

Part 08-Module 01-Lesson 01_Introduction to Neural Networks/21. Formula For Cross 1-qvr_ego_d6w.mp4

1003 kB

Part 08-Module 01-Lesson 01_Introduction to Neural Networks/22. DL 27 Multi-Class Cross Entropy 2 Fix-keDswcqkees.mp4

4.2 MB

Part 08-Module 01-Lesson 01_Introduction to Neural Networks/22. Multi-Class Cross Entropy.html

9.9 kB

Part 08-Module 01-Lesson 01_Introduction to Neural Networks/23. DL 29 Logistic Regression-Minimizing The Error Function-KayqiYijlzc.mp4

1.7 MB

Part 08-Module 01-Lesson 01_Introduction to Neural Networks/23. Error Function-V5kkHldUlVU.mp4

5.3 MB

Part 08-Module 01-Lesson 01_Introduction to Neural Networks/23. Logistic Regression.html

10 kB

Part 08-Module 01-Lesson 01_Introduction to Neural Networks/24. Gradient Descent-rhVIF-nigrY.mp4

4.3 MB

Part 08-Module 01-Lesson 01_Introduction to Neural Networks/24. Gradient Descent.html

17 kB

Part 08-Module 01-Lesson 01_Introduction to Neural Networks/25. Gradient Descent Algorithm-snxmBgi_GeU.mp4

2.1 MB

Part 08-Module 01-Lesson 01_Introduction to Neural Networks/25. Logistic Regression Algorithm.html

8.8 kB

Part 08-Module 01-Lesson 01_Introduction to Neural Networks/26. Pre-Notebook Gradient Descent.html

11 kB

Part 08-Module 01-Lesson 01_Introduction to Neural Networks/27. Notebook Gradient Descent.html

9.6 kB

Part 08-Module 01-Lesson 01_Introduction to Neural Networks/28. Gradient Descent Vs Perceptron Algorithm-uL5LuRPivTA.mp4

3.4 MB

Part 08-Module 01-Lesson 01_Introduction to Neural Networks/28. Perceptron vs Gradient Descent.html

9.1 kB

Part 08-Module 01-Lesson 01_Introduction to Neural Networks/29. Continuous Perceptrons-07-JJ-aGEfM.mp4

1.1 MB

Part 08-Module 01-Lesson 01_Introduction to Neural Networks/29. Continuous Perceptrons.html

8.8 kB

Part 08-Module 01-Lesson 01_Introduction to Neural Networks/30. Non-Linear Data-F7ZiE8PQiSc.mp4

949 kB

Part 08-Module 01-Lesson 01_Introduction to Neural Networks/30. Non-linear Data.html

8.8 kB

Part 08-Module 01-Lesson 01_Introduction to Neural Networks/31. Non-Linear Models-HWuBKCZsCo8.mp4

1.2 MB

Part 08-Module 01-Lesson 01_Introduction to Neural Networks/31. Non-Linear Models.html

8.8 kB

Part 08-Module 01-Lesson 01_Introduction to Neural Networks/32. 29 Neural Network Architecture 2-FWN3Sw5fFoM.mp4

3.0 MB

Part 08-Module 01-Lesson 01_Introduction to Neural Networks/32. Combinando modelos-Boy3zHVrWB4.mp4

4.9 MB

Part 08-Module 01-Lesson 01_Introduction to Neural Networks/32. Layers-pg99FkXYK0M.mp4

3.6 MB

Part 08-Module 01-Lesson 01_Introduction to Neural Networks/32. Multiclass Classification-uNTtvxwfox0.mp4

2.2 MB

Part 08-Module 01-Lesson 01_Introduction to Neural Networks/32. Neural Network Architecture.html

12 kB

Part 08-Module 01-Lesson 01_Introduction to Neural Networks/33. DL 41 Feedforward FIX V2-hVCuvMGOfyY.mp4

5.5 MB

Part 08-Module 01-Lesson 01_Introduction to Neural Networks/33. DL 42 Neural Network Error Function (1)-SC1wEW7TtKs.mp4

1.8 MB

Part 08-Module 01-Lesson 01_Introduction to Neural Networks/33. Feedforward.html

9.6 kB

Part 08-Module 01-Lesson 01_Introduction to Neural Networks/34. Backpropagation V2-1SmY3TZTyUk.mp4

7.0 MB

Part 08-Module 01-Lesson 01_Introduction to Neural Networks/34. Backpropagation.html

12 kB

Part 08-Module 01-Lesson 01_Introduction to Neural Networks/34. Calculating The Gradient 1 -tVuZDbUrzzI.mp4

3.8 MB

Part 08-Module 01-Lesson 01_Introduction to Neural Networks/34. Chain Rule-YAhIBOnbt54.mp4

1.5 MB

Part 08-Module 01-Lesson 01_Introduction to Neural Networks/34. DL 46 Calculating The Gradient 2 V2 (2)-7lidiTGIlN4.mp4

5.8 MB

Part 08-Module 01-Lesson 01_Introduction to Neural Networks/35. Pre-Notebook Analyzing Student Data.html

10 kB

Part 08-Module 01-Lesson 01_Introduction to Neural Networks/36. Notebook Analyzing Student Data.html

9.6 kB

Part 08-Module 01-Lesson 01_Introduction to Neural Networks/37. Outro.html

9.0 kB

Part 08-Module 01-Lesson 01_Introduction to Neural Networks/index.html

7.0 kB

Part 08-Module 01-Lesson 01_Introduction to Neural Networks/img/and-quiz.png

266 kB

Part 08-Module 01-Lesson 01_Introduction to Neural Networks/img/and-to-or.png

606 kB

Part 08-Module 01-Lesson 01_Introduction to Neural Networks/img/codecogseqn-43.gif

8.0 kB

Part 08-Module 01-Lesson 01_Introduction to Neural Networks/img/codecogseqn-49.gif

2.1 kB

Part 08-Module 01-Lesson 01_Introduction to Neural Networks/img/codecogseqn-58.gif

919 B

Part 08-Module 01-Lesson 01_Introduction to Neural Networks/img/codecogseqn-60-2.png

8.9 kB

Part 08-Module 01-Lesson 01_Introduction to Neural Networks/img/meme.png

209 kB

Part 08-Module 01-Lesson 01_Introduction to Neural Networks/img/or-quiz.png

394 kB

Part 08-Module 01-Lesson 01_Introduction to Neural Networks/img/perceptronquiz.png

94 kB

Part 08-Module 01-Lesson 01_Introduction to Neural Networks/img/points.png

63 kB

Part 08-Module 01-Lesson 01_Introduction to Neural Networks/img/screen-shot-2018-03-19-at-3.49.28-pm.png

472 kB

Part 08-Module 01-Lesson 01_Introduction to Neural Networks/img/screen-shot-2018-09-10-at-7.38.39-pm.png

296 kB

Part 08-Module 01-Lesson 01_Introduction to Neural Networks/img/sigmoid-derivative.gif

2.1 kB

Part 08-Module 01-Lesson 01_Introduction to Neural Networks/img/student-quiz.png

749 kB

Part 08-Module 01-Lesson 01_Introduction to Neural Networks/img/xor-quiz.png

94 kB

Part 08-Module 01-Lesson 01_Introduction to Neural Networks/img/xor.png

215 kB

Part 09-Module 01-Lesson 01_Intro to Computer Vision/01. Welcome to Computer Vision-GgA3_-MMT_I.mp4

3.7 MB

Part 09-Module 01-Lesson 01_Intro to Computer Vision/01. Welcome to Computer Vision.html

7.1 kB

Part 09-Module 01-Lesson 01_Intro to Computer Vision/02. 02. What Is Vision-_99V1rUNFa4.mp4

3.2 MB

Part 09-Module 01-Lesson 01_Intro to Computer Vision/02. What is Vision.html

8.0 kB

Part 09-Module 01-Lesson 01_Intro to Computer Vision/03. 03. Role In AI Render-xm1TXnNe5Pw.mp4

2.4 MB

Part 09-Module 01-Lesson 01_Intro to Computer Vision/03. Role in AI.html

7.8 kB

Part 09-Module 01-Lesson 01_Intro to Computer Vision/04. 04. Computer Vision Applications-aFJKp2NltCY.mp4

5.7 MB

Part 09-Module 01-Lesson 01_Intro to Computer Vision/04. Computer Vision Applications.html

10 kB

Part 09-Module 01-Lesson 01_Intro to Computer Vision/05. 05. Emotional Intelligence-D_LzJsJH5qk.mp4

3.8 MB

Part 09-Module 01-Lesson 01_Intro to Computer Vision/05. Emotional Intelligence.html

7.4 kB

Part 09-Module 01-Lesson 01_Intro to Computer Vision/06. Vision-based Emotion AI-7nKKWWn1sAc.mp4

4.8 MB

Part 09-Module 01-Lesson 01_Intro to Computer Vision/06. Vision-based Emotion AI.html

6.2 kB

Part 09-Module 01-Lesson 01_Intro to Computer Vision/07. 08. Computer Vision Pipeline-64hFcqhnNow.mp4

2.3 MB

Part 09-Module 01-Lesson 01_Intro to Computer Vision/07. Computer Vision Pipeline.html

9.7 kB

Part 09-Module 01-Lesson 01_Intro to Computer Vision/08. Quiz Pipeline Steps.html

9.6 kB

Part 09-Module 01-Lesson 01_Intro to Computer Vision/09. 09. Training a Model-m4GVfwVkj74.mp4

4.4 MB

Part 09-Module 01-Lesson 01_Intro to Computer Vision/09. Training a Model.html

8.7 kB

Part 09-Module 01-Lesson 01_Intro to Computer Vision/10. AffdexMe Demo-dpFtXDqakvY.mp4

4.7 MB

Part 09-Module 01-Lesson 01_Intro to Computer Vision/10. AffdexMe Demo.html

6.6 kB

Part 09-Module 01-Lesson 01_Intro to Computer Vision/11. Emotion as a Service-2jAP3rP3USM.mp4

1.4 MB

Part 09-Module 01-Lesson 01_Intro to Computer Vision/11. Emotion as a Service.html

6.4 kB

Part 09-Module 01-Lesson 01_Intro to Computer Vision/12. [Preview] Project Mimic Me!.html

18 kB

Part 09-Module 01-Lesson 01_Intro to Computer Vision/index.html

5.0 kB

Part 09-Module 01-Lesson 01_Intro to Computer Vision/img/arpan-happy-emoji.png

1.6 MB

Part 09-Module 01-Lesson 01_Intro to Computer Vision/img/arpan-happy-features.png

1.6 MB

Part 09-Module 01-Lesson 01_Intro to Computer Vision/img/arpan-happy-results.png

1.6 MB

Part 09-Module 01-Lesson 01_Intro to Computer Vision/img/arpan-shocked.png

1.4 MB

Part 09-Module 01-Lesson 01_Intro to Computer Vision/img/screen-shot-2017-03-13-at-12.36.54-pm.png

193 kB

Part 09-Module 01-Lesson 01_Intro to Computer Vision/img/screen-shot-2017-03-17-at-4.03.20-pm.png

452 kB

Part 09-Module 01-Lesson 01_Intro to Computer Vision/img/screen-shot-2017-03-17-at-5.09.53-pm.png

1.6 MB

Part 09-Module 01-Lesson 01_Intro to Computer Vision/img/screen-shot-2017-03-17-at-5.12.46-pm.png

306 kB

Part 09-Module 01-Lesson 01_Intro to Computer Vision/img/screen-shot-2017-03-17-at-5.18.10-pm.png

1.3 MB

Part 09-Module 01-Lesson 01_Intro to Computer Vision/img/screen-shot-2017-03-17-at-5.20.52-pm.png

821 kB

Part 09-Module 01-Lesson 01_Intro to Computer Vision/img/screen-shot-2017-03-17-at-5.25.16-pm.png

979 kB

Part 09-Module 01-Lesson 01_Intro to Computer Vision/img/screen-shot-2018-04-23-at-4.05.20-pm.png

290 kB

Part 09-Module 01-Lesson 01_Intro to Computer Vision/img/screen-shot-2018-04-23-at-4.10.20-pm.png

717 kB

Part 09-Module 01-Lesson 01_Intro to Computer Vision/img/screen-shot-2018-04-23-at-4.14.19-pm.png

395 kB

Part 09-Module 01-Lesson 01_Intro to Computer Vision/img/stop-sign-classification.png

212 kB

Part 10-Module 01-Lesson 01_Intro to NLP/01. Intro Arpan-MW5MWOLj064.mp4

2.0 MB

Part 10-Module 01-Lesson 01_Intro to NLP/01. Introducing Arpan.html

6.1 kB

Part 10-Module 01-Lesson 01_Intro to NLP/02. NLP Overview.html

6.1 kB

Part 10-Module 01-Lesson 01_Intro to NLP/02. Welcome to NLP-g-AlFF61p0I.mp4

3.1 MB

Part 10-Module 01-Lesson 01_Intro to NLP/03. Structured Languages-NsmqUIHlk6U.mp4

3.7 MB

Part 10-Module 01-Lesson 01_Intro to NLP/03. Structured Languages.html

9.1 kB

Part 10-Module 01-Lesson 01_Intro to NLP/04. Grammar-Jw3dA7xmoQ4.mp4

1.5 MB

Part 10-Module 01-Lesson 01_Intro to NLP/04. Grammar.html

7.8 kB

Part 10-Module 01-Lesson 01_Intro to NLP/05. Unstructured Text-OmwSdaec5vU.mp4

3.3 MB

Part 10-Module 01-Lesson 01_Intro to NLP/05. Unstructured Text.html

8.4 kB

Part 10-Module 01-Lesson 01_Intro to NLP/06. Counting Words.html

9.8 kB

Part 10-Module 01-Lesson 01_Intro to NLP/07. Context Is Everything.html

6.6 kB

Part 10-Module 01-Lesson 01_Intro to NLP/07. Context-J-4pfu2w1C0.mp4

4.0 MB

Part 10-Module 01-Lesson 01_Intro to NLP/08. Natural Language Processing-UQBxJzoCp-I.mp4

2.0 MB

Part 10-Module 01-Lesson 01_Intro to NLP/08. NLP and Pipelines.html

6.1 kB

Part 10-Module 01-Lesson 01_Intro to NLP/09. How NLP Pipelines Work.html

6.1 kB

Part 10-Module 01-Lesson 01_Intro to NLP/09. NLP M1-L1 01 NLP Pipeline-vJx6oKlu_MM.mp4

1.1 MB

Part 10-Module 01-Lesson 01_Intro to NLP/10. Text Processing-pqheVyctkNQ.mp4

2.6 MB

Part 10-Module 01-Lesson 01_Intro to NLP/10. Text Processing.html

6.3 kB

Part 10-Module 01-Lesson 01_Intro to NLP/11. Feature Extraction-UgENzCmfFWE.mp4

3.5 MB

Part 10-Module 01-Lesson 01_Intro to NLP/11. Feature Extraction.html

6.4 kB

Part 10-Module 01-Lesson 01_Intro to NLP/12. Modeling-P4w_2rkxBvE.mp4

1.3 MB

Part 10-Module 01-Lesson 01_Intro to NLP/12. Modeling.html

5.9 kB

Part 10-Module 01-Lesson 01_Intro to NLP/index.html

4.9 kB