- 01. Intro
- 02. Feature Importance in Finance
- 03. Feature Importance in Scikit-learn
- 04. sklearn Exercise
- 05. sklearn Code Walkthrough (Optional)
- 06. When Feature Importance is Inconsistent
- 07. Shapley Additive Explanations
- 08. Shap Exercise
- 09. Shapley Code Walkthrough (Optional)
- 10. Tree Shap Exercise
- 11. Tree Shap Code Walkthrough (Optional)
- 12. Rank Features Exercise
- 13. Ranking Features Walkthrough (optional)
- 14. Outro