[FreeCourseSite.com] Udemy - Manage Finance Data with Python & Pandas Unique Masterclass

File Name

Size

0. Websites you may like/[CourseClub.ME].url

122 B

0. Websites you may like/[FCS Forum].url

133 B

0. Websites you may like/[FreeCourseSite.com].url

127 B

1. Getting Started/1. Course Overview and how to maximize your learning success.mp4

71 MB

1. Getting Started/1. Course Overview and how to maximize your learning success.vtt

11 kB

1. Getting Started/2. Tips How to get the most out of this Course.mp4

44 MB

1. Getting Started/2. Tips How to get the most out of this Course.vtt

5.8 kB

1. Getting Started/3. Did you know that....mp4

27 MB

1. Getting Started/3. Did you know that....vtt

3.3 kB

1. Getting Started/4. FAQ Important Information.html

5.4 kB

1. Getting Started/5. Installation of Anaconda.mp4

86 MB

1. Getting Started/5. Installation of Anaconda.vtt

7.8 kB

1. Getting Started/6. Opening a Jupyter Notebook.mp4

65 MB

1. Getting Started/6. Opening a Jupyter Notebook.vtt

9.6 kB

1. Getting Started/7. How to use Jupyter Notebooks.mp4

66 MB

1. Getting Started/7. How to use Jupyter Notebooks.vtt

15 kB

10. Financial Data - Advanced Techniques (Rolling Statistics & Reporting)/1. Intro.mp4

32 MB

10. Financial Data - Advanced Techniques (Rolling Statistics & Reporting)/1. Intro.vtt

2.8 kB

10. Financial Data - Advanced Techniques (Rolling Statistics & Reporting)/10. The S&P 500 Return Triangle (Part 1).mp4

56 MB

10. Financial Data - Advanced Techniques (Rolling Statistics & Reporting)/10. The S&P 500 Return Triangle (Part 1).vtt

6.7 kB

10. Financial Data - Advanced Techniques (Rolling Statistics & Reporting)/11. The S&P 500 Return Triangle (Part 2).mp4

60 MB

10. Financial Data - Advanced Techniques (Rolling Statistics & Reporting)/11. The S&P 500 Return Triangle (Part 2).vtt

9.6 kB

10. Financial Data - Advanced Techniques (Rolling Statistics & Reporting)/12. Interpreting the Return Triangle.html

146 B

10. Financial Data - Advanced Techniques (Rolling Statistics & Reporting)/13. The S&P 500 Dollar Triangle.mp4

33 MB

10. Financial Data - Advanced Techniques (Rolling Statistics & Reporting)/13. The S&P 500 Dollar Triangle.vtt

4.2 kB

10. Financial Data - Advanced Techniques (Rolling Statistics & Reporting)/14. The S&P 500 Weather Radar.mp4

42 MB

10. Financial Data - Advanced Techniques (Rolling Statistics & Reporting)/14. The S&P 500 Weather Radar.vtt

4.6 kB

10. Financial Data - Advanced Techniques (Rolling Statistics & Reporting)/15. Exponentially-weighted Moving Averages (EWMA).mp4

24 MB

10. Financial Data - Advanced Techniques (Rolling Statistics & Reporting)/15. Exponentially-weighted Moving Averages (EWMA).vtt

4.9 kB

10. Financial Data - Advanced Techniques (Rolling Statistics & Reporting)/16. Expanding Windows.mp4

25 MB

10. Financial Data - Advanced Techniques (Rolling Statistics & Reporting)/16. Expanding Windows.vtt

5.1 kB

10. Financial Data - Advanced Techniques (Rolling Statistics & Reporting)/17. Rolling Correlation.mp4

32 MB

10. Financial Data - Advanced Techniques (Rolling Statistics & Reporting)/17. Rolling Correlation.vtt

7.8 kB

10. Financial Data - Advanced Techniques (Rolling Statistics & Reporting)/18. rollling() with fixed-sized time offsets.mp4

33 MB

10. Financial Data - Advanced Techniques (Rolling Statistics & Reporting)/18. rollling() with fixed-sized time offsets.vtt

6.7 kB

10. Financial Data - Advanced Techniques (Rolling Statistics & Reporting)/19. Merging Aligning Financial Time Series (hands-on).mp4

31 MB

10. Financial Data - Advanced Techniques (Rolling Statistics & Reporting)/19. Merging Aligning Financial Time Series (hands-on).vtt

5.2 kB

10. Financial Data - Advanced Techniques (Rolling Statistics & Reporting)/2. Importing Financial Data from Excel.mp4

81 MB

10. Financial Data - Advanced Techniques (Rolling Statistics & Reporting)/2. Importing Financial Data from Excel.vtt

12 kB

10. Financial Data - Advanced Techniques (Rolling Statistics & Reporting)/20. Coding Exercise 13 (intro).mp4

21 MB

10. Financial Data - Advanced Techniques (Rolling Statistics & Reporting)/20. Coding Exercise 13 (intro).vtt

2.8 kB

10. Financial Data - Advanced Techniques (Rolling Statistics & Reporting)/21. Coding Exercise 13 (Solution).mp4

97 MB

10. Financial Data - Advanced Techniques (Rolling Statistics & Reporting)/21. Coding Exercise 13 (Solution).vtt

12 kB

10. Financial Data - Advanced Techniques (Rolling Statistics & Reporting)/3. Simple Moving Averages (SMA) with rolling().mp4

41 MB

10. Financial Data - Advanced Techniques (Rolling Statistics & Reporting)/3. Simple Moving Averages (SMA) with rolling().vtt

9.4 kB

10. Financial Data - Advanced Techniques (Rolling Statistics & Reporting)/4. Momentum Trading Strategies with SMAs.mp4

33 MB

10. Financial Data - Advanced Techniques (Rolling Statistics & Reporting)/4. Momentum Trading Strategies with SMAs.vtt

7.7 kB

10. Financial Data - Advanced Techniques (Rolling Statistics & Reporting)/5. Trading Strategies.html

146 B

10. Financial Data - Advanced Techniques (Rolling Statistics & Reporting)/6. S&P 500 Performance Reporting - rolling risk and return.mp4

54 MB

10. Financial Data - Advanced Techniques (Rolling Statistics & Reporting)/6. S&P 500 Performance Reporting - rolling risk and return.vtt

13 kB

10. Financial Data - Advanced Techniques (Rolling Statistics & Reporting)/7. S&P 500 Investment Horizon and Performance.mp4

51 MB

10. Financial Data - Advanced Techniques (Rolling Statistics & Reporting)/7. S&P 500 Investment Horizon and Performance.vtt

10 kB

10. Financial Data - Advanced Techniques (Rolling Statistics & Reporting)/8. Simple Returns vs. Log Returns.mp4

33 MB

10. Financial Data - Advanced Techniques (Rolling Statistics & Reporting)/8. Simple Returns vs. Log Returns.vtt

9.8 kB

10. Financial Data - Advanced Techniques (Rolling Statistics & Reporting)/9. Simple Returns vs. Log Returns.html

146 B

11. Create and Analyze Financial Indexes/1. Financial Indexes - an Overview.mp4

64 MB

11. Create and Analyze Financial Indexes/1. Financial Indexes - an Overview.vtt

10 kB

11. Create and Analyze Financial Indexes/10. Market Value-Weighted Index - Theory.mp4

43 MB

11. Create and Analyze Financial Indexes/10. Market Value-Weighted Index - Theory.vtt

9.5 kB

11. Create and Analyze Financial Indexes/11. VWI.html

146 B

11. Create and Analyze Financial Indexes/12. Creating a Market Value-Weighted Stock Index with Python (Part 1).mp4

50 MB

11. Create and Analyze Financial Indexes/12. Creating a Market Value-Weighted Stock Index with Python (Part 1).vtt

8.7 kB

11. Create and Analyze Financial Indexes/13. Creating a Market Value-Weighted Stock Index with Python (Part 2).mp4

44 MB

11. Create and Analyze Financial Indexes/13. Creating a Market Value-Weighted Stock Index with Python (Part 2).vtt

7.6 kB

11. Create and Analyze Financial Indexes/14. Comparison of weighting methods.mp4

32 MB

11. Create and Analyze Financial Indexes/14. Comparison of weighting methods.vtt

5.9 kB

11. Create and Analyze Financial Indexes/15. Price Index vs. PerformanceTotal Return Index.mp4

40 MB

11. Create and Analyze Financial Indexes/15. Price Index vs. PerformanceTotal Return Index.vtt

6.7 kB

11. Create and Analyze Financial Indexes/16. Coding Exercise 14 (intro).mp4

11 MB

11. Create and Analyze Financial Indexes/16. Coding Exercise 14 (intro).vtt

1.6 kB

11. Create and Analyze Financial Indexes/17. Coding Exercise 14 (Solution).mp4

70 MB

11. Create and Analyze Financial Indexes/17. Coding Exercise 14 (Solution).vtt

7.9 kB

11. Create and Analyze Financial Indexes/2. Financial Indexes.html

146 B

11. Create and Analyze Financial Indexes/3. Getting the Data.mp4

28 MB

11. Create and Analyze Financial Indexes/3. Getting the Data.vtt

3.5 kB

11. Create and Analyze Financial Indexes/4. Price-Weighted Index - Theory.mp4

35 MB

11. Create and Analyze Financial Indexes/4. Price-Weighted Index - Theory.vtt

9.2 kB

11. Create and Analyze Financial Indexes/5. PWI.html

146 B

11. Create and Analyze Financial Indexes/6. Creating a Price-Weighted Stock Index with Python.mp4

50 MB

11. Create and Analyze Financial Indexes/6. Creating a Price-Weighted Stock Index with Python.vtt

9.6 kB

11. Create and Analyze Financial Indexes/7. Equal-Weighted Index - Theory.mp4

25 MB

11. Create and Analyze Financial Indexes/7. Equal-Weighted Index - Theory.vtt

6.2 kB

11. Create and Analyze Financial Indexes/8. EWI.html

146 B

11. Create and Analyze Financial Indexes/9. Creating an Equal-Weighted Stock Index with Python.mp4

46 MB

11. Create and Analyze Financial Indexes/9. Creating an Equal-Weighted Stock Index with Python.vtt

8.6 kB

12. Create, Analyze and Optimize Financial Portfolios/1. Intro.mp4

22 MB

12. Create, Analyze and Optimize Financial Portfolios/1. Intro.vtt

4.2 kB

12. Create, Analyze and Optimize Financial Portfolios/10. Portfolios.html

146 B

12. Create, Analyze and Optimize Financial Portfolios/11. Coding Exercise 15 (Intro).mp4

22 MB

12. Create, Analyze and Optimize Financial Portfolios/11. Coding Exercise 15 (Intro).vtt

3.0 kB

12. Create, Analyze and Optimize Financial Portfolios/12. Coding Exercise 15 (Solution).mp4

88 MB

12. Create, Analyze and Optimize Financial Portfolios/12. Coding Exercise 15 (Solution).vtt

11 kB

12. Create, Analyze and Optimize Financial Portfolios/2. Getting the Data.mp4

12 MB

12. Create, Analyze and Optimize Financial Portfolios/2. Getting the Data.vtt

2.2 kB

12. Create, Analyze and Optimize Financial Portfolios/3. Creating the equally-weighted Portfolio.mp4

54 MB

12. Create, Analyze and Optimize Financial Portfolios/3. Creating the equally-weighted Portfolio.vtt

8.7 kB

12. Create, Analyze and Optimize Financial Portfolios/4. Creating many random Portfolios with Python.mp4

72 MB

12. Create, Analyze and Optimize Financial Portfolios/4. Creating many random Portfolios with Python.vtt

12 kB

12. Create, Analyze and Optimize Financial Portfolios/5. What is the Sharpe Ratio and a Risk Free Asset.mp4

17 MB

12. Create, Analyze and Optimize Financial Portfolios/5. What is the Sharpe Ratio and a Risk Free Asset.vtt

4.8 kB

12. Create, Analyze and Optimize Financial Portfolios/6. Portfolio Analysis and the Sharpe Ratio with Python.mp4

45 MB

12. Create, Analyze and Optimize Financial Portfolios/6. Portfolio Analysis and the Sharpe Ratio with Python.vtt

7.3 kB

12. Create, Analyze and Optimize Financial Portfolios/7. Sharpe Ratio and Risk Free Asset.html

146 B

12. Create, Analyze and Optimize Financial Portfolios/8. Finding the Optimal Portfolio.mp4

48 MB

12. Create, Analyze and Optimize Financial Portfolios/8. Finding the Optimal Portfolio.vtt

7.4 kB

12. Create, Analyze and Optimize Financial Portfolios/9. Sharpe Ratio - visualized and explained.mp4

23 MB

12. Create, Analyze and Optimize Financial Portfolios/9. Sharpe Ratio - visualized and explained.vtt

5.3 kB

13. Modern Portfolio Theory & Asset Pricing (CAPM, Beta, Alpha, SLM & Risk divers.)/1. Intro.mp4

10 MB

13. Modern Portfolio Theory & Asset Pricing (CAPM, Beta, Alpha, SLM & Risk divers.)/1. Intro.vtt

2.0 kB

13. Modern Portfolio Theory & Asset Pricing (CAPM, Beta, Alpha, SLM & Risk divers.)/10. Redefining the Market Portfolio.mp4

46 MB

13. Modern Portfolio Theory & Asset Pricing (CAPM, Beta, Alpha, SLM & Risk divers.)/10. Redefining the Market Portfolio.vtt

7.6 kB

13. Modern Portfolio Theory & Asset Pricing (CAPM, Beta, Alpha, SLM & Risk divers.)/11. Cyclical vs. non-cyclical Stocks - another Intuition on Beta.mp4

40 MB

13. Modern Portfolio Theory & Asset Pricing (CAPM, Beta, Alpha, SLM & Risk divers.)/11. Cyclical vs. non-cyclical Stocks - another Intuition on Beta.vtt

6.6 kB

13. Modern Portfolio Theory & Asset Pricing (CAPM, Beta, Alpha, SLM & Risk divers.)/12. Beta and Alpha.html

146 B

13. Modern Portfolio Theory & Asset Pricing (CAPM, Beta, Alpha, SLM & Risk divers.)/13. Coding Exercise 16 (Intro).mp4

19 MB

13. Modern Portfolio Theory & Asset Pricing (CAPM, Beta, Alpha, SLM & Risk divers.)/13. Coding Exercise 16 (Intro).vtt

2.7 kB

13. Modern Portfolio Theory & Asset Pricing (CAPM, Beta, Alpha, SLM & Risk divers.)/14. Coding Exercise 16 (Solution).mp4

68 MB

13. Modern Portfolio Theory & Asset Pricing (CAPM, Beta, Alpha, SLM & Risk divers.)/14. Coding Exercise 16 (Solution).vtt

9.1 kB

13. Modern Portfolio Theory & Asset Pricing (CAPM, Beta, Alpha, SLM & Risk divers.)/2. Capital Market Line (CML) & Two-Fund-Theorem.mp4

16 MB

13. Modern Portfolio Theory & Asset Pricing (CAPM, Beta, Alpha, SLM & Risk divers.)/2. Capital Market Line (CML) & Two-Fund-Theorem.vtt

3.5 kB

13. Modern Portfolio Theory & Asset Pricing (CAPM, Beta, Alpha, SLM & Risk divers.)/3. Two-Fund-Theorem.html

146 B

13. Modern Portfolio Theory & Asset Pricing (CAPM, Beta, Alpha, SLM & Risk divers.)/4. The Portfolio Diversification Effect.mp4

86 MB

13. Modern Portfolio Theory & Asset Pricing (CAPM, Beta, Alpha, SLM & Risk divers.)/4. The Portfolio Diversification Effect.vtt

13 kB

13. Modern Portfolio Theory & Asset Pricing (CAPM, Beta, Alpha, SLM & Risk divers.)/5. Systematic vs. unsystematic Risk.mp4

73 MB

13. Modern Portfolio Theory & Asset Pricing (CAPM, Beta, Alpha, SLM & Risk divers.)/5. Systematic vs. unsystematic Risk.vtt

12 kB

13. Modern Portfolio Theory & Asset Pricing (CAPM, Beta, Alpha, SLM & Risk divers.)/6. Risk Diversification.html

146 B

13. Modern Portfolio Theory & Asset Pricing (CAPM, Beta, Alpha, SLM & Risk divers.)/7. Capital Asset Pricing Model (CAPM) & Security Market Line (SLM).mp4

48 MB

13. Modern Portfolio Theory & Asset Pricing (CAPM, Beta, Alpha, SLM & Risk divers.)/7. Capital Asset Pricing Model (CAPM) & Security Market Line (SLM).vtt

7.7 kB

13. Modern Portfolio Theory & Asset Pricing (CAPM, Beta, Alpha, SLM & Risk divers.)/8. CAPM.html

146 B

13. Modern Portfolio Theory & Asset Pricing (CAPM, Beta, Alpha, SLM & Risk divers.)/9. Beta and Alpha.mp4

43 MB

13. Modern Portfolio Theory & Asset Pricing (CAPM, Beta, Alpha, SLM & Risk divers.)/9. Beta and Alpha.vtt

7.7 kB

14. Forward-looking Mean-Variance Optimization & Asset Allocation/1. Intro.mp4

20 MB

14. Forward-looking Mean-Variance Optimization & Asset Allocation/1. Intro.vtt

5.0 kB

14. Forward-looking Mean-Variance Optimization & Asset Allocation/2. Mean-Variance Optimization (MVO).mp4

62 MB

14. Forward-looking Mean-Variance Optimization & Asset Allocation/2. Mean-Variance Optimization (MVO).vtt

9.1 kB

14. Forward-looking Mean-Variance Optimization & Asset Allocation/3. It´s not that simple - Part 1 (Investments 101 vs. Real World).mp4

50 MB

14. Forward-looking Mean-Variance Optimization & Asset Allocation/3. It´s not that simple - Part 1 (Investments 101 vs. Real World).vtt

6.7 kB

14. Forward-looking Mean-Variance Optimization & Asset Allocation/4. Changing Expected Returns.mp4

43 MB

14. Forward-looking Mean-Variance Optimization & Asset Allocation/4. Changing Expected Returns.vtt

6.8 kB

14. Forward-looking Mean-Variance Optimization & Asset Allocation/5. It´s not that simple - Part 2 (Investments 101 vs. Real World).mp4

60 MB

14. Forward-looking Mean-Variance Optimization & Asset Allocation/5. It´s not that simple - Part 2 (Investments 101 vs. Real World).vtt

12 kB

15. Interactive Financial Charts with Plotly and Cufflinks/1. Intro.mp4

16 MB

15. Interactive Financial Charts with Plotly and Cufflinks/1. Intro.vtt

1.7 kB

15. Interactive Financial Charts with Plotly and Cufflinks/10. Coding Exercise 17.html

407 B

15. Interactive Financial Charts with Plotly and Cufflinks/2. Getting Ready (Installing required libraries).mp4

19 MB

15. Interactive Financial Charts with Plotly and Cufflinks/2. Getting Ready (Installing required libraries).vtt

1.6 kB

15. Interactive Financial Charts with Plotly and Cufflinks/3. Creating Offline Graphs in Jupyter Notebooks.mp4

55 MB

15. Interactive Financial Charts with Plotly and Cufflinks/3. Creating Offline Graphs in Jupyter Notebooks.vtt

7.0 kB

15. Interactive Financial Charts with Plotly and Cufflinks/4. Interactive Price Charts with Plotly.mp4

39 MB

15. Interactive Financial Charts with Plotly and Cufflinks/4. Interactive Price Charts with Plotly.vtt

4.8 kB

15. Interactive Financial Charts with Plotly and Cufflinks/5. Customizing Plotly Charts.mp4

47 MB

15. Interactive Financial Charts with Plotly and Cufflinks/5. Customizing Plotly Charts.vtt

4.9 kB

15. Interactive Financial Charts with Plotly and Cufflinks/6. Interactive Histograms with Plotly.mp4

31 MB

15. Interactive Financial Charts with Plotly and Cufflinks/6. Interactive Histograms with Plotly.vtt

5.5 kB

15. Interactive Financial Charts with Plotly and Cufflinks/7. Candle-Stick and OHLC Charts with Plotly.mp4

26 MB

15. Interactive Financial Charts with Plotly and Cufflinks/7. Candle-Stick and OHLC Charts with Plotly.vtt

4.5 kB

15. Interactive Financial Charts with Plotly and Cufflinks/8. SMA and Bollinger Bands with Plotly.mp4

43 MB

15. Interactive Financial Charts with Plotly and Cufflinks/8. SMA and Bollinger Bands with Plotly.vtt

6.2 kB

15. Interactive Financial Charts with Plotly and Cufflinks/9. More Technical Indicators with Plotly (Volume, MACD, DMI).mp4

11 MB

15. Interactive Financial Charts with Plotly and Cufflinks/9. More Technical Indicators with Plotly (Volume, MACD, DMI).vtt

1.9 kB

16. ----- PART 3 THE FINANCIAL ANALYST CHALLENGE (FINAL PROJECT) ----/1. Financial Analyst Challenge (Intro).mp4

10 MB

16. ----- PART 3 THE FINANCIAL ANALYST CHALLENGE (FINAL PROJECT) ----/1. Financial Analyst Challenge (Intro).vtt

1.6 kB

16. ----- PART 3 THE FINANCIAL ANALYST CHALLENGE (FINAL PROJECT) ----/1.1 Final_Project.zip.zip

2.0 MB

16. ----- PART 3 THE FINANCIAL ANALYST CHALLENGE (FINAL PROJECT) ----/10. Additional Bonus Question.html

957 B

16. ----- PART 3 THE FINANCIAL ANALYST CHALLENGE (FINAL PROJECT) ----/2. Financial Analyst Challenge (Instruction & Hints).mp4

32 MB

16. ----- PART 3 THE FINANCIAL ANALYST CHALLENGE (FINAL PROJECT) ----/2. Financial Analyst Challenge (Instruction & Hints).vtt

4.0 kB

16. ----- PART 3 THE FINANCIAL ANALYST CHALLENGE (FINAL PROJECT) ----/3. Financial Analyst Challenge (Solution Part 1).mp4

18 MB

16. ----- PART 3 THE FINANCIAL ANALYST CHALLENGE (FINAL PROJECT) ----/3. Financial Analyst Challenge (Solution Part 1).vtt

2.1 kB

16. ----- PART 3 THE FINANCIAL ANALYST CHALLENGE (FINAL PROJECT) ----/4. Financial Analyst Challenge (Solution Part 2).mp4

56 MB

16. ----- PART 3 THE FINANCIAL ANALYST CHALLENGE (FINAL PROJECT) ----/4. Financial Analyst Challenge (Solution Part 2).vtt

7.4 kB

16. ----- PART 3 THE FINANCIAL ANALYST CHALLENGE (FINAL PROJECT) ----/5. Financial Analyst Challenge (Solution Part 3).mp4

48 MB

16. ----- PART 3 THE FINANCIAL ANALYST CHALLENGE (FINAL PROJECT) ----/5. Financial Analyst Challenge (Solution Part 3).vtt

6.2 kB

16. ----- PART 3 THE FINANCIAL ANALYST CHALLENGE (FINAL PROJECT) ----/6. Financial Analyst Challenge (Solution Part 4).mp4

39 MB

16. ----- PART 3 THE FINANCIAL ANALYST CHALLENGE (FINAL PROJECT) ----/6. Financial Analyst Challenge (Solution Part 4).vtt

4.8 kB

16. ----- PART 3 THE FINANCIAL ANALYST CHALLENGE (FINAL PROJECT) ----/7. Financial Analyst Challenge (Solution Part 5).mp4

36 MB

16. ----- PART 3 THE FINANCIAL ANALYST CHALLENGE (FINAL PROJECT) ----/7. Financial Analyst Challenge (Solution Part 5).vtt

5.0 kB

16. ----- PART 3 THE FINANCIAL ANALYST CHALLENGE (FINAL PROJECT) ----/8. Financial Analyst Challenge (Solution Part 6).mp4

52 MB

16. ----- PART 3 THE FINANCIAL ANALYST CHALLENGE (FINAL PROJECT) ----/8. Financial Analyst Challenge (Solution Part 6).vtt

7.7 kB

16. ----- PART 3 THE FINANCIAL ANALYST CHALLENGE (FINAL PROJECT) ----/9. Financial Analyst Challenge (Solution Part 7).mp4

58 MB

16. ----- PART 3 THE FINANCIAL ANALYST CHALLENGE (FINAL PROJECT) ----/9. Financial Analyst Challenge (Solution Part 7).vtt

7.6 kB

17. ---------- PART 4 ADVANCED TOPICS ----------------/1. Helpful DatetimeIndex Attributes and Methods.mp4

44 MB

17. ---------- PART 4 ADVANCED TOPICS ----------------/1. Helpful DatetimeIndex Attributes and Methods.vtt

6.3 kB

17. ---------- PART 4 ADVANCED TOPICS ----------------/10. The Timedelta Object.mp4

43 MB

17. ---------- PART 4 ADVANCED TOPICS ----------------/10. The Timedelta Object.vtt

8.2 kB

17. ---------- PART 4 ADVANCED TOPICS ----------------/2. Filling NA Values with bfill, ffill and interpolation.mp4

78 MB

17. ---------- PART 4 ADVANCED TOPICS ----------------/2. Filling NA Values with bfill, ffill and interpolation.vtt

10 kB

17. ---------- PART 4 ADVANCED TOPICS ----------------/3. resample() and agg().mp4

47 MB

17. ---------- PART 4 ADVANCED TOPICS ----------------/3. resample() and agg().vtt

5.2 kB

17. ---------- PART 4 ADVANCED TOPICS ----------------/4. resample() and OHLC().mp4

8.8 MB

17. ---------- PART 4 ADVANCED TOPICS ----------------/4. resample() and OHLC().vtt

1.5 kB

17. ---------- PART 4 ADVANCED TOPICS ----------------/5. Upsampling with resample().mp4

50 MB

17. ---------- PART 4 ADVANCED TOPICS ----------------/5. Upsampling with resample().vtt

6.5 kB

17. ---------- PART 4 ADVANCED TOPICS ----------------/6. Timezones and Converting (Part 1).mp4

29 MB

17. ---------- PART 4 ADVANCED TOPICS ----------------/6. Timezones and Converting (Part 1).vtt

4.6 kB

17. ---------- PART 4 ADVANCED TOPICS ----------------/7. Timezones and Converting (Part 2).mp4

37 MB

17. ---------- PART 4 ADVANCED TOPICS ----------------/7. Timezones and Converting (Part 2).vtt

4.8 kB

17. ---------- PART 4 ADVANCED TOPICS ----------------/8. Shifting Dates with pd.DateOffset().mp4

31 MB

17. ---------- PART 4 ADVANCED TOPICS ----------------/8. Shifting Dates with pd.DateOffset().vtt

4.7 kB

17. ---------- PART 4 ADVANCED TOPICS ----------------/9. Advanced Date Shifting.mp4

27 MB

17. ---------- PART 4 ADVANCED TOPICS ----------------/9. Advanced Date Shifting.vtt

3.4 kB

18. ------------------ APPENDIX -------------------/1. Welcome to the Appendix.html

66 B

19. Appendix 1 Python Crash Course (optional)/1. Intro.mp4

5.9 MB

19. Appendix 1 Python Crash Course (optional)/1. Intro.vtt

2.5 kB

19. Appendix 1 Python Crash Course (optional)/10. Conditional Statements (if, elif, else, while).mp4

86 MB

19. Appendix 1 Python Crash Course (optional)/10. Conditional Statements (if, elif, else, while).vtt

13 kB

19. Appendix 1 Python Crash Course (optional)/11. For Loops.mp4

58 MB

19. Appendix 1 Python Crash Course (optional)/11. For Loops.vtt

9.9 kB

19. Appendix 1 Python Crash Course (optional)/12. Key words break, pass, continue.mp4

37 MB

19. Appendix 1 Python Crash Course (optional)/12. Key words break, pass, continue.vtt

6.4 kB

19. Appendix 1 Python Crash Course (optional)/13. Generating Random Numbers.mp4

38 MB

19. Appendix 1 Python Crash Course (optional)/13. Generating Random Numbers.vtt

6.8 kB

19. Appendix 1 Python Crash Course (optional)/14. User Defined Functions (Part 1).mp4

64 MB

19. Appendix 1 Python Crash Course (optional)/14. User Defined Functions (Part 1).vtt

9.2 kB

19. Appendix 1 Python Crash Course (optional)/15. User Defined Functions (Part 2).mp4

57 MB

19. Appendix 1 Python Crash Course (optional)/15. User Defined Functions (Part 2).vtt

6.8 kB

19. Appendix 1 Python Crash Course (optional)/16. User Defined Functions (Part 3).mp4

52 MB

19. Appendix 1 Python Crash Course (optional)/17. Visualization with Matplotlib.mp4

124 MB

19. Appendix 1 Python Crash Course (optional)/17. Visualization with Matplotlib.vtt

14 kB

19. Appendix 1 Python Crash Course (optional)/18. Python Basics.html

146 B

19. Appendix 1 Python Crash Course (optional)/19. Quiz Solution.mp4

38 MB

19. Appendix 1 Python Crash Course (optional)/19. Quiz Solution.vtt

12 kB

19. Appendix 1 Python Crash Course (optional)/2. First Steps.mp4

34 MB

19. Appendix 1 Python Crash Course (optional)/2. First Steps.vtt

8.8 kB

19. Appendix 1 Python Crash Course (optional)/3. Variables.mp4

32 MB

19. Appendix 1 Python Crash Course (optional)/3. Variables.vtt

7.1 kB

19. Appendix 1 Python Crash Course (optional)/4. Data Types Integers & Floats.mp4

50 MB

19. Appendix 1 Python Crash Course (optional)/4. Data Types Integers & Floats.vtt

7.6 kB

19. Appendix 1 Python Crash Course (optional)/5. Data Types Strings.mp4

78 MB

19. Appendix 1 Python Crash Course (optional)/5. Data Types Strings.vtt

9.8 kB

19. Appendix 1 Python Crash Course (optional)/6. Data Types Lists (Part 1).mp4

63 MB

19. Appendix 1 Python Crash Course (optional)/6. Data Types Lists (Part 1).vtt

8.5 kB

19. Appendix 1 Python Crash Course (optional)/7. Data Types Lists (Part 2).mp4

134 MB

19. Appendix 1 Python Crash Course (optional)/7. Data Types Lists (Part 2).vtt

18 kB

19. Appendix 1 Python Crash Course (optional)/8. Data Types Tuples.mp4

42 MB

19. Appendix 1 Python Crash Course (optional)/8. Data Types Tuples.vtt

6.7 kB

19. Appendix 1 Python Crash Course (optional)/9. Operators & Booleans.mp4

60 MB

19. Appendix 1 Python Crash Course (optional)/9. Operators & Booleans.vtt

9.6 kB

2. -- PART 1 DATA ANALYSIS WITH PYTHON & PANDAS FROM ZERO TO HERO --/1. Welcome to Part 1 Intro.html

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20. Appendix 2 Numpy Crash Course (optional)/10. Summary Statistics.mp4

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20. Appendix 2 Numpy Crash Course (optional)/12. Numpy.html

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20. Appendix 2 Numpy Crash Course (optional)/13. Numpy Quiz Solution.mp4

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20. Appendix 2 Numpy Crash Course (optional)/5. Numpy Arrays Indexing and Slicing of multi-dimensional Arrays.mp4

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20. Appendix 2 Numpy Crash Course (optional)/6. Numpy Arrays Boolean Indexing.mp4

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20. Appendix 2 Numpy Crash Course (optional)/7. Generating Random Numbers.mp4

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20. Appendix 2 Numpy Crash Course (optional)/8. Performance Issues.mp4

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21. Bonus/1. Bonus Lecture.html

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3. Pandas Basics/1. Intro to Tabular Data Pandas.mp4

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3. Pandas Basics/19. Summary and Outlook.mp4

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3. Pandas Basics/2. Tabular Data Cheat Sheets.html

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3. Pandas Basics/9. Explore your own Dataset Coding Exercise 1 (Intro).mp4

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3. Pandas Basics/9.1 Finance_Data_Exc.zip.zip

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4. Pandas Intermediate Topics/12. First Steps with Pandas Index Objects.mp4

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4. Pandas Intermediate Topics/19. Sorting DataFrames with sort_index() and sort_values().mp4

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4. Pandas Intermediate Topics/2. First Steps with Pandas Series.mp4

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4. Pandas Intermediate Topics/20. nunique() and nlargest() nsmallest() with DataFrames.mp4

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4. Pandas Intermediate Topics/21. Filtering DataFrames (one Condition).mp4

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4. Pandas Intermediate Topics/24. Advanced Filtering with between(), isin() and ~.mp4

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4. Pandas Intermediate Topics/25. any() and all().mp4

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4. Pandas Intermediate Topics/27. Coding Exercise 5 (Intro).mp4

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4. Pandas Intermediate Topics/3. Analyzing Numerical Series with unique(), nunique() and value_counts().mp4

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4. Pandas Intermediate Topics/31. Exporting DataFrames to csv.mp4

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4. Pandas Intermediate Topics/32. Summary Statistics and Accumulations.mp4

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4. Pandas Intermediate Topics/33. The agg() method.mp4

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4. Pandas Intermediate Topics/4. UPDATE Pandas Version 0.24.0 (Jan 2019).html

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4. Pandas Intermediate Topics/5. EXCURSUS Updating Pandas Anaconda.mp4

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4. Pandas Intermediate Topics/6. Analyzing non-numerical Series with unique(), nunique(), value_counts().mp4

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4. Pandas Intermediate Topics/7. The copy() method.mp4

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4. Pandas Intermediate Topics/8. Sorting of Series and Introduction to the inplace - parameter.mp4

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7. ----- PART 2 FINANCIAL DATA ANALYSIS ------/1. Welcome.html

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8. Time Series Data in Pandas Introduction/1. Importing Time Series Data from csv-files.mp4

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9. Financial Data - Essential Workflows (Risk, Return & Correlation)/12. Coding Exercise 12 (intro).mp4

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9. Financial Data - Essential Workflows (Risk, Return & Correlation)/13. Coding Exercise 12 (Solution).mp4

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9. Financial Data - Essential Workflows (Risk, Return & Correlation)/2. Getting Ready (Installing required library).mp4

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9. Financial Data - Essential Workflows (Risk, Return & Correlation)/3. Importing Stock Price Data from Yahoo Finance (it still works!).mp4

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9. Financial Data - Essential Workflows (Risk, Return & Correlation)/4. Initial Inspection and Visualization.mp4

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9. Financial Data - Essential Workflows (Risk, Return & Correlation)/5. Normalizing Time Series to a Base Value (100).mp4

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9. Financial Data - Essential Workflows (Risk, Return & Correlation)/6. The shift() method.mp4

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9. Financial Data - Essential Workflows (Risk, Return & Correlation)/7. The methods diff() and pct_change().mp4

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9. Financial Data - Essential Workflows (Risk, Return & Correlation)/8. Measuring Stock Performance with MEAN Returns and STD of Returns.mp4

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9. Financial Data - Essential Workflows (Risk, Return & Correlation)/9. Financial Time Series - Return and Risk.mp4

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