[FreeCourseSite com] Udemy - Time Series Analysis, Forecasting, and Machine Learning
File List
| File | 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 |
| 0. Websites you may like/[GigaCourse.Com].url | 49 B |
| 01 Welcome/001 Introduction and Outline.en.srt | 7.78 KB |
| 01 Welcome/001 Introduction and Outline.mp4 | 30.69 MB |
| 01 Welcome/002 Where to Get the Code.en.srt | 16.03 KB |
| 01 Welcome/002 Where to Get the Code.mp4 | 61.97 MB |
| 01 Welcome/003 Warmup (Optional).en.srt | 6.28 KB |
| 01 Welcome/003 Warmup (Optional).mp4 | 23.16 MB |
| 01 Welcome/external-assets-links.txt | 80 B |
| 02 Time Series Basics/001 Time Series Basics Section Introduction.en.srt | 6.08 KB |
| 02 Time Series Basics/001 Time Series Basics Section Introduction.mp4 | 17.46 MB |
| 02 Time Series Basics/002 What is a Time Series_.en.srt | 6.57 KB |
| 02 Time Series Basics/002 What is a Time Series_.mp4 | 32.24 MB |
| 02 Time Series Basics/003 Modeling vs. Predicting.en.srt | 3.41 KB |
| 02 Time Series Basics/003 Modeling vs. Predicting.mp4 | 13.48 MB |
| 02 Time Series Basics/004 Why Do We Care About Shapes_.en.srt | 7.94 KB |
| 02 Time Series Basics/004 Why Do We Care About Shapes_.mp4 | 29.48 MB |
| 02 Time Series Basics/005 Types of Tasks.en.srt | 9.24 KB |
| 02 Time Series Basics/005 Types of Tasks.mp4 | 23.55 MB |
| 02 Time Series Basics/006 Power, Log, and Box-Cox Transformations.en.srt | 8.41 KB |
| 02 Time Series Basics/006 Power, Log, and Box-Cox Transformations.mp4 | 32.63 MB |
| 02 Time Series Basics/007 Power, Log, and Box-Cox Transformations in Code.en.srt | 7.07 KB |
| 02 Time Series Basics/007 Power, Log, and Box-Cox Transformations in Code.mp4 | 33.29 MB |
| 02 Time Series Basics/008 Forecasting Metrics.en.srt | 15.8 KB |
| 02 Time Series Basics/008 Forecasting Metrics.mp4 | 43.71 MB |
| 02 Time Series Basics/009 Financial Time Series Primer.en.srt | 15.56 KB |
| 02 Time Series Basics/009 Financial Time Series Primer.mp4 | 44.86 MB |
| 02 Time Series Basics/010 Price Simulations in Code.en.srt | 3.54 KB |
| 02 Time Series Basics/010 Price Simulations in Code.mp4 | 18.28 MB |
| 02 Time Series Basics/011 Random Walks and the Random Walk Hypothesis.en.srt | 20.09 KB |
| 02 Time Series Basics/011 Random Walks and the Random Walk Hypothesis.mp4 | 68.11 MB |
| 02 Time Series Basics/012 The Naive Forecast and the Importance of Baselines.en.srt | 9.57 KB |
| 02 Time Series Basics/012 The Naive Forecast and the Importance of Baselines.mp4 | 30.11 MB |
| 02 Time Series Basics/013 Naive Forecast and Forecasting Metrics in Code.en.srt | 8.58 KB |
| 02 Time Series Basics/013 Naive Forecast and Forecasting Metrics in Code.mp4 | 41.47 MB |
| 02 Time Series Basics/014 Time Series Basics Section Summary.en.srt | 4.49 KB |
| 02 Time Series Basics/014 Time Series Basics Section Summary.mp4 | 12.13 MB |
| 02 Time Series Basics/015 Suggestion Box.en.srt | 4.85 KB |
| 02 Time Series Basics/015 Suggestion Box.mp4 | 16.12 MB |
| 03 Exponential Smoothing and ETS Methods/001 Exponential Smoothing Section Introduction.en.srt | 4.01 KB |
| 03 Exponential Smoothing and ETS Methods/001 Exponential Smoothing Section Introduction.mp4 | 13.56 MB |
| 03 Exponential Smoothing and ETS Methods/002 Exponential Smoothing Intuition for Beginners.en.srt | 7.5 KB |
| 03 Exponential Smoothing and ETS Methods/002 Exponential Smoothing Intuition for Beginners.mp4 | 23.91 MB |
| 03 Exponential Smoothing and ETS Methods/003 SMA Theory.en.srt | 5.03 KB |
| 03 Exponential Smoothing and ETS Methods/003 SMA Theory.mp4 | 15.24 MB |
| 03 Exponential Smoothing and ETS Methods/004 SMA Code.en.srt | 9.84 KB |
| 03 Exponential Smoothing and ETS Methods/004 SMA Code.mp4 | 53.57 MB |
| 03 Exponential Smoothing and ETS Methods/005 EWMA Theory.en.srt | 15.14 KB |
| 03 Exponential Smoothing and ETS Methods/005 EWMA Theory.mp4 | 35.83 MB |
| 03 Exponential Smoothing and ETS Methods/006 EWMA Code.en.srt | 9.93 KB |
| 03 Exponential Smoothing and ETS Methods/006 EWMA Code.mp4 | 39.41 MB |
| 03 Exponential Smoothing and ETS Methods/007 SES Theory.en.srt | 14.35 KB |
| 03 Exponential Smoothing and ETS Methods/007 SES Theory.mp4 | 35.57 MB |
| 03 Exponential Smoothing and ETS Methods/008 SES Code.en.srt | 15.09 KB |
| 03 Exponential Smoothing and ETS Methods/008 SES Code.mp4 | 69.54 MB |
| 03 Exponential Smoothing and ETS Methods/009 Holt's Linear Trend Model (Theory).en.srt | 10.45 KB |
| 03 Exponential Smoothing and ETS Methods/009 Holt's Linear Trend Model (Theory).mp4 | 33.2 MB |
| 03 Exponential Smoothing and ETS Methods/010 Holt's Linear Trend Model (Code).en.srt | 3.57 KB |
| 03 Exponential Smoothing and ETS Methods/010 Holt's Linear Trend Model (Code).mp4 | 19.05 MB |
| 03 Exponential Smoothing and ETS Methods/011 Holt-Winters (Theory).en.srt | 15.55 KB |
| 03 Exponential Smoothing and ETS Methods/011 Holt-Winters (Theory).mp4 | 47.55 MB |
| 03 Exponential Smoothing and ETS Methods/012 Holt-Winters (Code).en.srt | 9.92 KB |
| 03 Exponential Smoothing and ETS Methods/012 Holt-Winters (Code).mp4 | 49.8 MB |
| 03 Exponential Smoothing and ETS Methods/013 Walk-Forward Validation.en.srt | 12.78 KB |
| 03 Exponential Smoothing and ETS Methods/013 Walk-Forward Validation.mp4 | 44.31 MB |
| 03 Exponential Smoothing and ETS Methods/014 Walk-Forward Validation in Code.en.srt | 10.41 KB |
| 03 Exponential Smoothing and ETS Methods/014 Walk-Forward Validation in Code.mp4 | 60.25 MB |
| 03 Exponential Smoothing and ETS Methods/015 Application_ Sales Data.en.srt | 5.4 KB |
| 03 Exponential Smoothing and ETS Methods/015 Application_ Sales Data.mp4 | 29.44 MB |
| 03 Exponential Smoothing and ETS Methods/016 Application_ Stock Predictions.en.srt | 6.56 KB |
| 03 Exponential Smoothing and ETS Methods/016 Application_ Stock Predictions.mp4 | 40.51 MB |
| 03 Exponential Smoothing and ETS Methods/017 SMA Application_ COVID-19 Counting.en.srt | 4.37 KB |
| 03 Exponential Smoothing and ETS Methods/017 SMA Application_ COVID-19 Counting.mp4 | 19.37 MB |
| 03 Exponential Smoothing and ETS Methods/018 SMA Application_ Algorithmic Trading.en.srt | 2.96 KB |
| 03 Exponential Smoothing and ETS Methods/018 SMA Application_ Algorithmic Trading.mp4 | 11.59 MB |
| 03 Exponential Smoothing and ETS Methods/019 Exponential Smoothing Section Summary.en.srt | 5.61 KB |
| 03 Exponential Smoothing and ETS Methods/019 Exponential Smoothing Section Summary.mp4 | 19.12 MB |
| 04 ARIMA/001 ARIMA Section Introduction.en.srt | 7.41 KB |
| 04 ARIMA/001 ARIMA Section Introduction.mp4 | 23.01 MB |
| 04 ARIMA/002 Autoregressive Models - AR(p).en.srt | 17.29 KB |
| 04 ARIMA/002 Autoregressive Models - AR(p).mp4 | 52.54 MB |
| 04 ARIMA/003 Moving Average Models - MA(q).en.srt | 4.31 KB |
| 04 ARIMA/003 Moving Average Models - MA(q).mp4 | 10.13 MB |
| 04 ARIMA/004 ARIMA.en.srt | 14.32 KB |
| 04 ARIMA/004 ARIMA.mp4 | 41.39 MB |
| 04 ARIMA/005 ARIMA in Code.en.srt | 23.73 KB |
| 04 ARIMA/005 ARIMA in Code.mp4 | 121.58 MB |
| 04 ARIMA/006 Stationarity.en.srt | 18.2 KB |
| 04 ARIMA/006 Stationarity.mp4 | 55.15 MB |
| 04 ARIMA/007 Stationarity in Code.en.srt | 11.17 KB |
| 04 ARIMA/007 Stationarity in Code.mp4 | 61.5 MB |
| 04 ARIMA/008 ACF (Autocorrelation Function).en.srt | 13.44 KB |
| 04 ARIMA/008 ACF (Autocorrelation Function).mp4 | 37 MB |
| 04 ARIMA/009 PACF (Partial Autocorrelation Funtion).en.srt | 8.26 KB |
| 04 ARIMA/009 PACF (Partial Autocorrelation Funtion).mp4 | 25.11 MB |
| 04 ARIMA/010 ACF and PACF in Code (pt 1).en.srt | 9.68 KB |
| 04 ARIMA/010 ACF and PACF in Code (pt 1).mp4 | 41.31 MB |
| 04 ARIMA/011 ACF and PACF in Code (pt 2).en.srt | 8.31 KB |
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