Feature Enginnering for Time Series Projects - I
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Section 1: Feature Enginnering for Time Series Projects - I
- Why Do we need Feature Engineering
- Download Resources
- Setup and Import Datasets
- Date Time Features
- Create Country specific Holidays
- Lag Features
- Window Features
- Cyclical Features
- Box Cox Transformation
- Course Review
- Moving Averages
- How to find the appropriate window length of MA
- Lowess
- Classical Decomposition
- STL Seasonality
- MSTL
- Fourier Transforms
- Types of Feature