Understanding Machine Learning: From Theory to Algorithms
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A 14 Week Introduction Course for Graduate Students:
- 2. Chapter 9 (without the VC calculation).
- 3. Chapters 5–6 (without proofs).
- 4. Chapter 10.
- 5. Chapters 7, 11 (without proofs).
- 6. Chapters 12, 13 (with some of the easier proofs).
- 7. Chapter 14 (with some of the easier proofs).
- 8. Chapter 15.
- 9. Chapter 16.
- 10. Chapter 18.
- 11. Chapter 22.
- 12. Chapter 23 (without proofs for compressed sensing).
- 13. Chapter 24.
- 14. Chapter 25.