- 01. Cross Validation for Fun and Profit
- 02. Benefits of Testing
- 03. Train/Test Split in sklearn
- 04. Where to use training vs. testing data 1
- 05. Where to use training vs. testing data 2
- 06. Where to use training vs. testing data 3
- 07. Where to use training vs. testing data 4
- 08. K-Fold Cross Validation
- 09. K-Fold CV in sklearn
- 10. Practical Advice for K-Fold in sklearn
- 11. Cross Validation for Parameter Tuning
- 12. GridSearchCV in sklearn
- 13. GridSearchCV in sklearn
- 14. On to the Validation Mini-Project
- 15. Validation Mini-Project Video
- 16. Validation Mini-Project
- 17. Your First (Overfit) POI Identifier
- 18. Deploying a Training/Testing Regime