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Theories for Intelligence - Lorenzo Rosasco: Learning Theory
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- 1 Intro
- 2 Machine Learning
- 3 Learning Theory Part 1
- 4 Supervised Learning
- 5 Nearest Neighbor
- 6 Data Set
- 7 The Captain
- 8 The Knearest Neighbor
- 9 Closer Points Count More
- 10 How Do You Choose
- 11 Optimal Value
- 12 Equations
- 13 Intermediate object
- 14 Review Split
- 15 Exercise
- 16 Plot it in
- 17 Algorithm
- 18 Global and Smoothness
- 19 Yogi Squares
- 20 What is this doing
