Name Financial Analysis with ARIMA and Time Series Forecasting

File Type video

Size 997.62MB

UpdateDate 2024-10-27

hash *****906A6058C8F717454504C999D80819D8B3

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Files Chapter 6 Setting Up Your Environment (Appendix)/002. Anaconda Environment Setup.mp4 | 66.43MB Chapter 1 Welcome/001. Introduction and Outline.mp4 | 12.56MB Chapter 1 Welcome/002. Special Offer.en.srt | 1.67KB Chapter 1 Welcome/002. Special Offer.mp4 | 3.16MB Chapter 2 Getting Set Up/001. Warmup (Optional).en.srt | 6.45KB Chapter 2 Getting Set Up/001. Warmup (Optional).mp4 | 11.18MB Chapter 2 Getting Set Up/002. Where to get the code.en.srt | 4.11KB Chapter 2 Getting Set Up/002. Where to get the code.mp4 | 8.88MB Chapter 3 Time Series Basics/001. What is a Time Series.en.srt | 6.72KB Chapter 3 Time Series Basics/001. What is a Time Series.mp4 | 13.42MB Chapter 3 Time Series Basics/002. Modeling vs. Predicting.en.srt | 3.21KB Chapter 3 Time Series Basics/002. Modeling vs. Predicting.mp4 | 6.28MB Chapter 3 Time Series Basics/003. Power, Log, and Box-Cox Transformations.en.srt | 8.42KB Chapter 3 Time Series Basics/003. Power, Log, and Box-Cox Transformations.mp4 | 16.04MB Chapter 3 Time Series Basics/004. Suggestion Box (0310).en.srt | 4.63KB Chapter 3 Time Series Basics/004. Suggestion Box (0310).mp4 | 11.13MB Chapter 4 Financial Basics/001. Financial Time Series Primer.en.srt | 15.27KB Chapter 4 Financial Basics/001. Financial Time Series Primer.mp4 | 23.55MB Chapter 4 Financial Basics/002. Random Walks and the Random Walk Hypothesis.en.srt | 20.35KB Chapter 4 Financial Basics/002. Random Walks and the Random Walk Hypothesis.mp4 | 33.63MB Chapter 4 Financial Basics/003. The Naive Forecast and the Importance of Baselines.en.srt | 9.83KB Chapter 4 Financial Basics/003. The Naive Forecast and the Importance of Baselines.mp4 | 15.47MB Chapter 5 ARIMA/001. ARIMA Section Introduction.en.srt | 7.71KB Chapter 5 ARIMA/001. ARIMA Section Introduction.mp4 | 11.95MB Chapter 5 ARIMA/002. Autoregressive Models - AR(p).en.srt | 17.77KB Chapter 5 ARIMA/002. Autoregressive Models - AR(p).mp4 | 28.22MB Chapter 5 ARIMA/003. Moving Average Models - MA(q).en.srt | 4.45KB Chapter 5 ARIMA/003. Moving Average Models - MA(q).mp4 | 5.85MB Chapter 5 ARIMA/004. ARIMA.en.srt | 14.93KB Chapter 5 ARIMA/004. ARIMA.mp4 | 22.47MB Chapter 5 ARIMA/005. ARIMA in Code.en.srt | 24.59KB Chapter 5 ARIMA/005. ARIMA in Code.mp4 | 60.24MB Chapter 5 ARIMA/006. Stationarity.en.srt | 18.45KB Chapter 5 ARIMA/006. Stationarity.mp4 | 29.38MB Chapter 5 ARIMA/007. Stationarity in Code.en.srt | 11.39KB Chapter 5 ARIMA/007. Stationarity in Code.mp4 | 27.85MB Chapter 5 ARIMA/008. ACF (Autocorrelation Function).en.srt | 14.12KB Chapter 5 ARIMA/008. ACF (Autocorrelation Function).mp4 | 20.72MB Chapter 5 ARIMA/009. PACF (Partial Autocorrelation Function).en.srt | 9.06KB Chapter 5 ARIMA/009. PACF (Partial Autocorrelation Function).mp4 | 13.96MB Chapter 5 ARIMA/010. ACF and PACF in Code (pt 1).en.srt | 10.15KB Chapter 5 ARIMA/010. ACF and PACF in Code (pt 1).mp4 | 18.98MB Chapter 5 ARIMA/011. ACF and PACF in Code (pt 2).en.srt | 8.71KB Chapter 5 ARIMA/011. ACF and PACF in Code (pt 2).mp4 | 15.72MB Chapter 5 ARIMA/012. Auto ARIMA and SARIMAX.en.srt | 13.74KB Chapter 5 ARIMA/012. Auto ARIMA and SARIMAX.mp4 | 20.76MB Chapter 5 ARIMA/013. Model Selection, AIC and BIC.en.srt | 14.48KB Chapter 5 ARIMA/013. Model Selection, AIC and BIC.mp4 | 23.91MB Chapter 5 ARIMA/014. Auto ARIMA in Code.en.srt | 17.00KB Chapter 5 ARIMA/014. Auto ARIMA in Code.mp4 | 47.94MB Chapter 5 ARIMA/015. Auto ARIMA in Code (Stocks).en.srt | 18.54KB Chapter 5 ARIMA/015. Auto ARIMA in Code (Stocks).mp4 | 47.61MB Chapter 5 ARIMA/016. ACF and PACF for Stock Returns.en.srt | 8.24KB Chapter 5 ARIMA/016. ACF and PACF for Stock Returns.mp4 | 19.13MB Chapter 5 ARIMA/017. Auto ARIMA in Code (Sales Data).en.srt | 10.21KB Chapter 5 ARIMA/017. Auto ARIMA in Code (Sales Data).mp4 | 31.44MB Chapter 5 ARIMA/018. How to Forecast with ARIMA.en.srt | 12.71KB Chapter 5 ARIMA/018. How to Forecast with ARIMA.mp4 | 20.00MB Chapter 5 ARIMA/019. Forecasting Out-Of-Sample.en.srt | 1.77KB Chapter 5 ARIMA/019. Forecasting Out-Of-Sample.mp4 | 3.33MB Chapter 5 ARIMA/020. ARIMA Section Summary.en.srt | 5.11KB Chapter 5 ARIMA/020. ARIMA Section Summary.mp4 | 6.83MB Chapter 6 Setting Up Your Environment (Appendix)/001. Pre-Installation Check.en.srt | 6.94KB Chapter 6 Setting Up Your Environment (Appendix)/001. Pre-Installation Check.mp4 | 11.03MB Chapter 6 Setting Up Your Environment (Appendix)/002. Anaconda Environment Setup.en.srt | 21.80KB Chapter 1 Welcome/001. Introduction and Outline.en.srt | 5.99KB Chapter 6 Setting Up Your Environment (Appendix)/003. How to install Numpy, Scipy, Matplotlib, Pandas, and Tensorflow.en.srt | 15.48KB Chapter 6 Setting Up Your Environment (Appendix)/003. How to install Numpy, Scipy, Matplotlib, Pandas, and Tensorflow.mp4 | 49.08MB Chapter 7 Extra Help With Python Coding for Beginners (Appendix)/001. How to Code Yourself (part 1).en.srt | 22.90KB Chapter 7 Extra Help With Python Coding for Beginners (Appendix)/001. How to Code Yourself (part 1).mp4 | 29.57MB Chapter 7 Extra Help With Python Coding for Beginners (Appendix)/002. How to Code Yourself (part 2).en.srt | 13.87KB Chapter 7 Extra Help With Python Coding for Beginners (Appendix)/002. How to Code Yourself (part 2).mp4 | 19.07MB 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 | 15.90KB Chapter 7 Extra Help With Python Coding for Beginners (Appendix)/003. Proof that using Jupyter Notebook is the same as not using it.mp4 | 34.49MB Chapter 7 Extra Help With Python Coding for Beginners (Appendix)/004. How to use Github & Extra Coding Tips (Optional).en.srt | 16.60KB Chapter 7 Extra Help With Python Coding for Beginners (Appendix)/004. How to use Github & Extra Coding Tips (Optional).mp4 | 29.18MB Chapter 8 Effective Learning Strategies for Machine Learning (Appendix)/001. How to Succeed in this Course (Long Version).en.srt | 15.98KB Chapter 8 Effective Learning Strategies for Machine Learning (Appendix)/001. How to Succeed in this Course (Long Version).mp4 | 17.28MB 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 | 33.78KB Chapter 8 Effective Learning Strategies for Machine Learning (Appendix)/002. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.mp4 | 41.56MB Chapter 8 Effective Learning Strategies for Machine Learning (Appendix)/003. What order should I take your courses in (part 1).en.srt | 17.99KB Chapter 8 Effective Learning Strategies for Machine Learning (Appendix)/003. What order should I take your courses in (part 1).mp4 | 28.15MB Chapter 8 Effective Learning Strategies for Machine Learning (Appendix)/004. What order should I take your courses in (part 2).en.srt | 25.27KB Chapter 8 Effective Learning Strategies for Machine Learning (Appendix)/004. What order should I take your courses in (part 2).mp4 | 36.69MB z.9781836644231_Code/ACF_PACF_Stock_Returns.ipynb | 98.31KB z.9781836644231_Code/ARIMA.ipynb | 1.20MB z.9781836644231_Code/ARIMA_2.ipynb | 355.41KB z.9781836644231_Code/ARIMA_3.ipynb | 390.94KB z.9781836644231_Code/ARIMA_Champagne.ipynb | 352.63KB z.9781836644231_Code/PACF_and_ACF.ipynb | 405.23KB z.9781836644231_Code/Stationarity.ipynb | 207.02KB