Contents

Chapters in this book

1. Frontmatter i
2. Contents vii
3. Preface xi
4. Chapter 1: Introduction 1
5. Chapter 2: Tokenization 29
6. Chapter 3: Transformer Architecture Introduction 61
7. Chapter 4: Transformer Architecture in Greater Depth 97
8. Chapter 5: The BERT Family Introduction 129
9. Chapter 6: The BERT Family in Greater Depth 159
10. Chapter 7: Working with GPT-3 Introduction 197
11. Chapter 8: Working with GPT-3 in Greater Depth 239
12. Chapter 9: ChatGPT and GPT-4 295
13. Chapter 10: Visualization with Generative AI 325
14. Index 353