Feature Importance
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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
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01. Intro
L7 Intro V1
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