In this course, you will learn :
- Techniques for creating new features from existing ones.
- You'll begin by learning about label encoding, which is essential for converting categorical features to numerical values.
- About other types of encoding, such as one-hot, count, and mean, which are all useful for feature engineering.
- Label Encoding
- One-hot Encoding
- Count Encoding
- Mean Encoding
- Weight of Evidence Encoding
- Feature Interaction
- Datetime Features