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by harleyk 2559 days ago
Aileen Neilsen did a 3 hr session discussing timeseries analysis SciPy 2016. Each chapter is a Python Notebook. The ARIMA model figures prominently in chapter 7 Forecasting. I find her session tremendously helpful when analyzing ts data especially her discussion of seasonality. Youtube walkthrough: https://www.youtube.com/watch?v=JNfxr4BQrLk Github data: https://github.com/AileenNielsen/TimeSeriesAnalysisWithPytho...
1 comments

she also did it in Pycon 2017 https://www.youtube.com/watch?v=d3PtB5z9MyE

and she has an upcoming oreilly book on TS analysis. Preorder now! (no AF, just a fan of her) https://www.amazon.com/Practical-Time-Analysis-Prediction-St...

This seems like the one to watch. Not sure why but the 2016 version didn't much cover forecasting. Thanks!