The Feature Engineering Handbook is a wonderful addition to any engineer’s library. It focuses on the practical aspects of feature engineering. Reading through this book will give you an understanding of how to engineer features, when various techniques are appropriate, and how to implement the technique. Using this book in the field will let you become the master of your data.
This book covers:
- General Feature Engineering
- Feature Engineering for Time-Series
- Decompositional Methods and Dimensionality Reduction
- Graph Theoretic Features
- Natural Language Processing
- Image Analysis
- Neural Networks
After reading all of that, anyone would be a data ninja overnight.