Chapter 2: Foundations of Machine Learning

Chapters in this book

1. Frontmatter i
2. Contents vii
3. Preface xvii
4. Chapter 1: The Foundations of Artificial Intelligence 1
5. Chapter 2: Foundations of Machine Learning 27
6. Chapter 3: Deep Learning and Neural Networks 51
7. Chapter 4: Natural Language Processing (NLP) 85
8. Chapter 5: Computer Vision 101
9. Chapter 6: Ethics and Bias in AI 121
10. Chapter 7: AI in Practice: Industry Case Studies 131
11. Chapter 8: Future of AI and Emerging Technologies 139
12. Chapter 9: Getting Started With AI Development 147
13. Appendix A: Overview of the Lisp Programming Language 155
14. Appendix B: Resources and Community 159
15. Index 161