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Machine Learning

Interpretability and explainability

Feature importance, SHAP, LIME, partial dependence, model cards.

5 lessons Follow in order
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  1. Lesson 1 of 5

    Feature importance

    Enroll to open · 7 min read

  2. Lesson 2 of 5

    SHAP values

    Enroll to open · 7 min read

  3. Lesson 3 of 5

    LIME overview

    Enroll to open · 6 min read

  4. Lesson 4 of 5

    Partial dependence plots

    Enroll to open · 6 min read

  5. Lesson 5 of 5

    Model cards and documentation

    Enroll to open · 6 min read

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