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Financial Analysis with ARIMA and Time Series Forecasting

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File Name
Size
Chapter 6 Setting Up Your Environment (Appendix)/002. Anaconda Environment Setup.mp4
66 MB
Chapter 1 Welcome/001. Introduction and Outline.mp4
13 MB
Chapter 1 Welcome/002. Special Offer.en.srt
1.7 kB
Chapter 1 Welcome/002. Special Offer.mp4
3.2 MB
Chapter 2 Getting Set Up/001. Warmup (Optional).en.srt
6.5 kB
Chapter 2 Getting Set Up/001. Warmup (Optional).mp4
11 MB
Chapter 2 Getting Set Up/002. Where to get the code.en.srt
4.1 kB
Chapter 2 Getting Set Up/002. Where to get the code.mp4
8.9 MB
Chapter 3 Time Series Basics/001. What is a Time Series.en.srt
6.7 kB
Chapter 3 Time Series Basics/001. What is a Time Series.mp4
13 MB
Chapter 3 Time Series Basics/002. Modeling vs. Predicting.en.srt
3.2 kB
Chapter 3 Time Series Basics/002. Modeling vs. Predicting.mp4
6.3 MB
Chapter 3 Time Series Basics/003. Power, Log, and Box-Cox Transformations.en.srt
8.4 kB
Chapter 3 Time Series Basics/003. Power, Log, and Box-Cox Transformations.mp4
16 MB
Chapter 3 Time Series Basics/004. Suggestion Box (0310).en.srt
4.6 kB
Chapter 3 Time Series Basics/004. Suggestion Box (0310).mp4
11 MB
Chapter 4 Financial Basics/001. Financial Time Series Primer.en.srt
15 kB
Chapter 4 Financial Basics/001. Financial Time Series Primer.mp4
24 MB
Chapter 4 Financial Basics/002. Random Walks and the Random Walk Hypothesis.en.srt
20 kB
Chapter 4 Financial Basics/002. Random Walks and the Random Walk Hypothesis.mp4
34 MB
Chapter 4 Financial Basics/003. The Naive Forecast and the Importance of Baselines.en.srt
9.8 kB
Chapter 4 Financial Basics/003. The Naive Forecast and the Importance of Baselines.mp4
16 MB
Chapter 5 ARIMA/001. ARIMA Section Introduction.en.srt
7.7 kB
Chapter 5 ARIMA/001. ARIMA Section Introduction.mp4
12 MB
Chapter 5 ARIMA/002. Autoregressive Models - AR(p).en.srt
18 kB
Chapter 5 ARIMA/002. Autoregressive Models - AR(p).mp4
28 MB
Chapter 5 ARIMA/003. Moving Average Models - MA(q).en.srt
4.4 kB
Chapter 5 ARIMA/003. Moving Average Models - MA(q).mp4
5.8 MB
Chapter 5 ARIMA/004. ARIMA.en.srt
15 kB
Chapter 5 ARIMA/004. ARIMA.mp4
22 MB
Chapter 5 ARIMA/005. ARIMA in Code.en.srt
25 kB
Chapter 5 ARIMA/005. ARIMA in Code.mp4
60 MB
Chapter 5 ARIMA/006. Stationarity.en.srt
18 kB
Chapter 5 ARIMA/006. Stationarity.mp4
29 MB
Chapter 5 ARIMA/007. Stationarity in Code.en.srt
11 kB
Chapter 5 ARIMA/007. Stationarity in Code.mp4
28 MB
Chapter 5 ARIMA/008. ACF (Autocorrelation Function).en.srt
14 kB
Chapter 5 ARIMA/008. ACF (Autocorrelation Function).mp4
21 MB
Chapter 5 ARIMA/009. PACF (Partial Autocorrelation Function).en.srt
9.1 kB
Chapter 5 ARIMA/009. PACF (Partial Autocorrelation Function).mp4
14 MB
Chapter 5 ARIMA/010. ACF and PACF in Code (pt 1).en.srt
10 kB
Chapter 5 ARIMA/010. ACF and PACF in Code (pt 1).mp4
19 MB
Chapter 5 ARIMA/011. ACF and PACF in Code (pt 2).en.srt
8.7 kB
Chapter 5 ARIMA/011. ACF and PACF in Code (pt 2).mp4
16 MB
Chapter 5 ARIMA/012. Auto ARIMA and SARIMAX.en.srt
14 kB
Chapter 5 ARIMA/012. Auto ARIMA and SARIMAX.mp4
21 MB
Chapter 5 ARIMA/013. Model Selection, AIC and BIC.en.srt
14 kB
Chapter 5 ARIMA/013. Model Selection, AIC and BIC.mp4
24 MB
Chapter 5 ARIMA/014. Auto ARIMA in Code.en.srt
17 kB
Chapter 5 ARIMA/014. Auto ARIMA in Code.mp4
48 MB
Chapter 5 ARIMA/015. Auto ARIMA in Code (Stocks).en.srt
18 kB
Chapter 5 ARIMA/015. Auto ARIMA in Code (Stocks).mp4
48 MB
Chapter 5 ARIMA/016. ACF and PACF for Stock Returns.en.srt
8.2 kB
Chapter 5 ARIMA/016. ACF and PACF for Stock Returns.mp4
19 MB
Chapter 5 ARIMA/017. Auto ARIMA in Code (Sales Data).en.srt
10 kB
Chapter 5 ARIMA/017. Auto ARIMA in Code (Sales Data).mp4
31 MB
Chapter 5 ARIMA/018. How to Forecast with ARIMA.en.srt
13 kB
Chapter 5 ARIMA/018. How to Forecast with ARIMA.mp4
20 MB
Chapter 5 ARIMA/019. Forecasting Out-Of-Sample.en.srt
1.8 kB
Chapter 5 ARIMA/019. Forecasting Out-Of-Sample.mp4
3.3 MB
Chapter 5 ARIMA/020. ARIMA Section Summary.en.srt
5.1 kB
Chapter 5 ARIMA/020. ARIMA Section Summary.mp4
6.8 MB
Chapter 6 Setting Up Your Environment (Appendix)/001. Pre-Installation Check.en.srt
6.9 kB
Chapter 6 Setting Up Your Environment (Appendix)/001. Pre-Installation Check.mp4
11 MB
Chapter 6 Setting Up Your Environment (Appendix)/002. Anaconda Environment Setup.en.srt
22 kB
Chapter 1 Welcome/001. Introduction and Outline.en.srt
6.0 kB
Chapter 6 Setting Up Your Environment (Appendix)/003. How to install Numpy, Scipy, Matplotlib, Pandas, and Tensorflow.en.srt
16 kB
Chapter 6 Setting Up Your Environment (Appendix)/003. How to install Numpy, Scipy, Matplotlib, Pandas, and Tensorflow.mp4
49 MB
Chapter 7 Extra Help With Python Coding for Beginners (Appendix)/001. How to Code Yourself (part 1).en.srt
23 kB
Chapter 7 Extra Help With Python Coding for Beginners (Appendix)/001. How to Code Yourself (part 1).mp4
30 MB
Chapter 7 Extra Help With Python Coding for Beginners (Appendix)/002. How to Code Yourself (part 2).en.srt
14 kB
Chapter 7 Extra Help With Python Coding for Beginners (Appendix)/002. How to Code Yourself (part 2).mp4
19 MB
Chapter 7 Extra Help With Python Coding for Beginners (Appendix)/003. Proof that using Jupyter Notebook is the same as not using it.en.srt
16 kB
Chapter 7 Extra Help With Python Coding for Beginners (Appendix)/003. Proof that using Jupyter Notebook is the same as not using it.mp4
34 MB
Chapter 7 Extra Help With Python Coding for Beginners (Appendix)/004. How to use Github & Extra Coding Tips (Optional).en.srt
17 kB
Chapter 7 Extra Help With Python Coding for Beginners (Appendix)/004. How to use Github & Extra Coding Tips (Optional).mp4
29 MB
Chapter 8 Effective Learning Strategies for Machine Learning (Appendix)/001. How to Succeed in this Course (Long Version).en.srt
16 kB
Chapter 8 Effective Learning Strategies for Machine Learning (Appendix)/001. How to Succeed in this Course (Long Version).mp4
17 MB
Chapter 8 Effective Learning Strategies for Machine Learning (Appendix)/002. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.en.srt
34 kB
Chapter 8 Effective Learning Strategies for Machine Learning (Appendix)/002. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.mp4
42 MB
Chapter 8 Effective Learning Strategies for Machine Learning (Appendix)/003. What order should I take your courses in (part 1).en.srt
18 kB
Chapter 8 Effective Learning Strategies for Machine Learning (Appendix)/003. What order should I take your courses in (part 1).mp4
28 MB
Chapter 8 Effective Learning Strategies for Machine Learning (Appendix)/004. What order should I take your courses in (part 2).en.srt
25 kB
Chapter 8 Effective Learning Strategies for Machine Learning (Appendix)/004. What order should I take your courses in (part 2).mp4
37 MB
z.9781836644231_Code/ACF_PACF_Stock_Returns.ipynb
98 kB
z.9781836644231_Code/ARIMA.ipynb
1.2 MB
z.9781836644231_Code/ARIMA_2.ipynb
355 kB
z.9781836644231_Code/ARIMA_3.ipynb
391 kB
z.9781836644231_Code/ARIMA_Champagne.ipynb
353 kB
z.9781836644231_Code/PACF_and_ACF.ipynb
405 kB
z.9781836644231_Code/Stationarity.ipynb
207 kB