- 01. Types of Errors
- 02. Model Complexity Graph
- 03. Cross Validation
- 04. K-Fold Cross Validation
- 05. Learning Curves
- 06. Detecting Overfitting and Underfitting with Learning Curves
- 07. Solution: Detecting Overfitting and Underfitting
- 08. Grid Search
- 09. Grid Search in sklearn
- 10. Grid Search Lab
- 11. [Solution] Grid Search Lab
- 12. Putting It All Together
- 13. Outro