Chapters in this book

1. Frontmatter i
2. Contents vii
3. Preface xiii
4. Chapter 1: Working With Datasets 1
5. Chapter 2: Outlier and Anomaly Detection 37
6. Chapter 3: Data Cleaning Tasks 51
7. Chapter 4: Data Wrangling 91
8. Chapter 5: Feature Selection 123
9. Chapter 6: Feature Engineering 141
10. Chapter 7: Dimensionality Reduction 155
11. Appendix: Working With awk 179
12. Index 211