Feature SELECTION & SCALING | Machine Learning Practices | Session - 7
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In this session, we've covered:-
- Feature Engineering
- Creating New Features
- Domain Knowledge
- Feature Selection
- Mutual Information
- Chi Square method
- Variance Threshold
- Feature Scaling
- Z-score Normalization (Standard Scaler)
- Min Max Scaler
- Max Absolute Scaler
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Titanic Competition:
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House Price Competition:
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Chapters:
00:00 Overview & Setup
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