Preface

Chapters in this book

1. Frontmatter i
2. Contents vii
3. Preface xiii
4. Chapter 1: Working with Data 1
5. Chapter 2: NLP Concepts (I) 21
6. Chapter 3: NLP Concepts (II) 77
7. Chapter 4: Algorithms and Toolkits (I) 123
8. Chapter 5: Algorithms and Toolkits (II) 161
9. Chapter 6: NLP Applications 205
10. Chapter 7: Transformer, BERT, and GPT 247
11. Appendix A: Introduction to Regular Expressions 289
12. Appendix B: Introduction to Probability and Statistics 323
13. Index 355