Index

Chapters in this book

1. Frontmatter i
2. CONTENTS vii
3. Preface xvii
4. Chapter 1 Introduction to Python 3 1
5. Chapter 2 Conditional Logic, Loops, and Functions 37
6. Chapter 3 Python Collections 67
7. Chapter 4 Introduction to NumPy and Pandas 99
8. Chapter 5 Introduction to Machine Learning 141
9. Chapter 6 Classifiers in Machine Learning 179
10. Chapter 7 Natural Language Processing and Reinforcement Learning 209
11. Appendix A Introduction to Regular Expressions 235
12. Appendix B Introduction to Keras 265
13. Appendix C Introduction to TF 2 293
14. Index 335