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Financial Analysis with ARIMA and Time Series Forecasting
大小 997.62 MB
文件数 91
Info Hash: ED179906A6058C8F717454504C999D80819D8B3D
收录时间 2026-02-26 07:24:49
更新时间 2026-02-26 07:24:49
文件列表 (91)
Chapter 6 Setting Up Your Environment (Appendix)/002. Anaconda Environment Setup.mp4
66.43 MB
Chapter 1 Welcome/001. Introduction and Outline.mp4
12.56 MB
Chapter 1 Welcome/002. Special Offer.en.srt
1.67 KB
Chapter 1 Welcome/002. Special Offer.mp4
3.16 MB
Chapter 2 Getting Set Up/001. Warmup (Optional).en.srt
6.45 KB
Chapter 2 Getting Set Up/001. Warmup (Optional).mp4
11.18 MB
Chapter 2 Getting Set Up/002. Where to get the code.en.srt
4.11 KB
Chapter 2 Getting Set Up/002. Where to get the code.mp4
8.88 MB
Chapter 3 Time Series Basics/001. What is a Time Series.en.srt
6.72 KB
Chapter 3 Time Series Basics/001. What is a Time Series.mp4
13.42 MB
Chapter 3 Time Series Basics/002. Modeling vs. Predicting.en.srt
3.21 KB
Chapter 3 Time Series Basics/002. Modeling vs. Predicting.mp4
6.28 MB
Chapter 3 Time Series Basics/003. Power, Log, and Box-Cox Transformations.en.srt
8.42 KB
Chapter 3 Time Series Basics/003. Power, Log, and Box-Cox Transformations.mp4
16.04 MB
Chapter 3 Time Series Basics/004. Suggestion Box (0310).en.srt
4.63 KB
Chapter 3 Time Series Basics/004. Suggestion Box (0310).mp4
11.13 MB
Chapter 4 Financial Basics/001. Financial Time Series Primer.en.srt
15.27 KB
Chapter 4 Financial Basics/001. Financial Time Series Primer.mp4
23.55 MB
Chapter 4 Financial Basics/002. Random Walks and the Random Walk Hypothesis.en.srt
20.35 KB
Chapter 4 Financial Basics/002. Random Walks and the Random Walk Hypothesis.mp4
33.63 MB
Chapter 4 Financial Basics/003. The Naive Forecast and the Importance of Baselines.en.srt
9.83 KB
Chapter 4 Financial Basics/003. The Naive Forecast and the Importance of Baselines.mp4
15.47 MB
Chapter 5 ARIMA/001. ARIMA Section Introduction.en.srt
7.71 KB
Chapter 5 ARIMA/001. ARIMA Section Introduction.mp4
11.95 MB
Chapter 5 ARIMA/002. Autoregressive Models - AR(p).en.srt
17.77 KB
Chapter 5 ARIMA/002. Autoregressive Models - AR(p).mp4
28.22 MB
Chapter 5 ARIMA/003. Moving Average Models - MA(q).en.srt
4.45 KB
Chapter 5 ARIMA/003. Moving Average Models - MA(q).mp4
5.85 MB
Chapter 5 ARIMA/004. ARIMA.en.srt
14.93 KB
Chapter 5 ARIMA/004. ARIMA.mp4
22.47 MB
Chapter 5 ARIMA/005. ARIMA in Code.en.srt
24.59 KB
Chapter 5 ARIMA/005. ARIMA in Code.mp4
60.24 MB
Chapter 5 ARIMA/006. Stationarity.en.srt
18.45 KB
Chapter 5 ARIMA/006. Stationarity.mp4
29.38 MB
Chapter 5 ARIMA/007. Stationarity in Code.en.srt
11.39 KB
Chapter 5 ARIMA/007. Stationarity in Code.mp4
27.85 MB
Chapter 5 ARIMA/008. ACF (Autocorrelation Function).en.srt
14.12 KB
Chapter 5 ARIMA/008. ACF (Autocorrelation Function).mp4
20.72 MB
Chapter 5 ARIMA/009. PACF (Partial Autocorrelation Function).en.srt
9.06 KB
Chapter 5 ARIMA/009. PACF (Partial Autocorrelation Function).mp4
13.96 MB
Chapter 5 ARIMA/010. ACF and PACF in Code (pt 1).en.srt
10.15 KB
Chapter 5 ARIMA/010. ACF and PACF in Code (pt 1).mp4
18.98 MB
Chapter 5 ARIMA/011. ACF and PACF in Code (pt 2).en.srt
8.71 KB
Chapter 5 ARIMA/011. ACF and PACF in Code (pt 2).mp4
15.72 MB
Chapter 5 ARIMA/012. Auto ARIMA and SARIMAX.en.srt
13.74 KB
Chapter 5 ARIMA/012. Auto ARIMA and SARIMAX.mp4
20.76 MB
Chapter 5 ARIMA/013. Model Selection, AIC and BIC.en.srt
14.48 KB
Chapter 5 ARIMA/013. Model Selection, AIC and BIC.mp4
23.91 MB
Chapter 5 ARIMA/014. Auto ARIMA in Code.en.srt
17 KB
Chapter 5 ARIMA/014. Auto ARIMA in Code.mp4
47.94 MB
Chapter 5 ARIMA/015. Auto ARIMA in Code (Stocks).en.srt
18.54 KB
Chapter 5 ARIMA/015. Auto ARIMA in Code (Stocks).mp4
47.61 MB
Chapter 5 ARIMA/016. ACF and PACF for Stock Returns.en.srt
8.24 KB
Chapter 5 ARIMA/016. ACF and PACF for Stock Returns.mp4
19.13 MB
Chapter 5 ARIMA/017. Auto ARIMA in Code (Sales Data).en.srt
10.21 KB
Chapter 5 ARIMA/017. Auto ARIMA in Code (Sales Data).mp4
31.44 MB
Chapter 5 ARIMA/018. How to Forecast with ARIMA.en.srt
12.71 KB
Chapter 5 ARIMA/018. How to Forecast with ARIMA.mp4
20 MB
Chapter 5 ARIMA/019. Forecasting Out-Of-Sample.en.srt
1.77 KB
Chapter 5 ARIMA/019. Forecasting Out-Of-Sample.mp4
3.33 MB
Chapter 5 ARIMA/020. ARIMA Section Summary.en.srt
5.11 KB
Chapter 5 ARIMA/020. ARIMA Section Summary.mp4
6.83 MB
Chapter 6 Setting Up Your Environment (Appendix)/001. Pre-Installation Check.en.srt
6.94 KB
Chapter 6 Setting Up Your Environment (Appendix)/001. Pre-Installation Check.mp4
11.03 MB
Chapter 6 Setting Up Your Environment (Appendix)/002. Anaconda Environment Setup.en.srt
21.8 KB
Chapter 1 Welcome/001. Introduction and Outline.en.srt
5.99 KB
Chapter 6 Setting Up Your Environment (Appendix)/003. How to install Numpy, Scipy, Matplotlib, Pandas, and Tensorflow.en.srt
15.48 KB
Chapter 6 Setting Up Your Environment (Appendix)/003. How to install Numpy, Scipy, Matplotlib, Pandas, and Tensorflow.mp4
49.08 MB
Chapter 7 Extra Help With Python Coding for Beginners (Appendix)/001. How to Code Yourself (part 1).en.srt
22.9 KB
Chapter 7 Extra Help With Python Coding for Beginners (Appendix)/001. How to Code Yourself (part 1).mp4
29.57 MB
Chapter 7 Extra Help With Python Coding for Beginners (Appendix)/002. How to Code Yourself (part 2).en.srt
13.87 KB
Chapter 7 Extra Help With Python Coding for Beginners (Appendix)/002. How to Code Yourself (part 2).mp4
19.07 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
15.9 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
34.49 MB
Chapter 7 Extra Help With Python Coding for Beginners (Appendix)/004. How to use Github & Extra Coding Tips (Optional).en.srt
16.6 KB
Chapter 7 Extra Help With Python Coding for Beginners (Appendix)/004. How to use Github & Extra Coding Tips (Optional).mp4
29.18 MB
Chapter 8 Effective Learning Strategies for Machine Learning (Appendix)/001. How to Succeed in this Course (Long Version).en.srt
15.98 KB
Chapter 8 Effective Learning Strategies for Machine Learning (Appendix)/001. How to Succeed in this Course (Long Version).mp4
17.28 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
33.78 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
41.56 MB
Chapter 8 Effective Learning Strategies for Machine Learning (Appendix)/003. What order should I take your courses in (part 1).en.srt
17.99 KB
Chapter 8 Effective Learning Strategies for Machine Learning (Appendix)/003. What order should I take your courses in (part 1).mp4
28.15 MB
Chapter 8 Effective Learning Strategies for Machine Learning (Appendix)/004. What order should I take your courses in (part 2).en.srt
25.27 KB
Chapter 8 Effective Learning Strategies for Machine Learning (Appendix)/004. What order should I take your courses in (part 2).mp4
36.69 MB
z.9781836644231_Code/ACF_PACF_Stock_Returns.ipynb
98.31 KB
z.9781836644231_Code/ARIMA.ipynb
1.2 MB
z.9781836644231_Code/ARIMA_2.ipynb
355.41 KB
z.9781836644231_Code/ARIMA_3.ipynb
390.94 KB
z.9781836644231_Code/ARIMA_Champagne.ipynb
352.63 KB
z.9781836644231_Code/PACF_and_ACF.ipynb
405.23 KB
z.9781836644231_Code/Stationarity.ipynb
207.02 KB
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