Forecasting: Principles & Practice - the Video Version
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The Forecasting: Principles & Practice by Rob J Hyndman and George Athanasopoulos is one of the best books for getting started with time series analysis and forecasting
โค๏ธ. The book has a video version where the authors explain the core topics covered in the book
๐. The video version covers the following topics:
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Exploring time series data with data visualization methods
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Correlation and seasonality
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The time series components
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Exponential smoothing and ETS forecasting models
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ARIMA models
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Modeling time series data with regression
The book code examples are with R. I believe the next version will also have a Python
๐ version.
Both the book and the video version are open and available for free
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Book:
http://OTexts.com/fpp3
Video
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https://www.youtube.com/playlist?list=PLyCNZ_xXGzpm7W9jLqbIyBAiSO5jDwJeE