Feature Enginnering for Time Series Projects - I

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Section 1: Feature Enginnering for Time Series Projects - I

  1. Why Do we need Feature Engineering
  2. Download Resources
  3. Setup and Import Datasets
  4. Date Time Features
  5. Create Country specific Holidays
  6. Lag Features
  7. Window Features
  8. Cyclical Features
  9. Box Cox Transformation
  10. Course Review
  11. Moving Averages
  12. How to find the appropriate window length of MA
  13. Lowess
  14. Classical Decomposition
  15. STL Seasonality
  16. MSTL
  17. Fourier Transforms
  18. Types of Feature
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