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Variability
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Classroom Contents
Training on the Test Set and Other Heresies
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- 1 Intro
- 2 Conventional wisdom
- 3 What is machine learning
- 4 What is generalization
- 5 What can we take away
- 6 Least favorite figure
- 7 Inception model
- 8 Regularization
- 9 Pull Request
- 10 Random Features
- 11 Regression
- 12 Boosting
- 13 Model Size
- 14 Diminishing Returns
- 15 New Holdout Set
- 16 New Test Set
- 17 Results
- 18 Mechanical Turk
- 19 Variability
- 20 Imagenet Data
- 21 Cotton Pickers
- 22 Kaggle