- 01. Intro
- 02. Outline
- 03. Testing your models
- 04. Confusion Matrix
- 05. Confusion Matrix 2
- 06. Accuracy
- 07. Accuracy 2
- 08. When accuracy won't work
- 09. False Negatives and Positives
- 10. Precision and Recall
- 11. Precision
- 12. Recall
- 13. F1 Score
- 14. F-beta Score
- 15. ROC Curve
- 16. Sklearn Practice (Classification)
- 17. Regression Metrics
- 18. Sklearn Practice (Regression)
- 19. Text: Recap
- 20. Summary