Feature Engineering Made Easy

Table of Contents

1. Introduction to Feature Engineering
2. Feature Understanding - What's in My Data?
3. Feature Improvement - Cleaning Datasets
4. Feature Construction
5. Feature Selection
6. Feature Transformations
7. Automatic Construction of Features
8. Case Studies