Professional Certificate in Model Interpretation: Data-Driven
-- ViewingNowThe Professional Certificate in Model Interpretation: Data-Driven Decisions is a crucial course for professionals seeking to unlock the power of data-driven models. This program focuses on interpreting models, enabling learners to understand and communicate the rationale behind complex model predictions.
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โข Introduction to Model Interpretation
โข Data Preprocessing for Model Interpretation
โข Feature Importance Techniques
โข Local Interpretable Model-agnostic Explanations (LIME)
โข Shapley Additive Explanations (SHAP)
โข Model Interpretation in Deep Learning
โข Model Interpretation Tools and Libraries
โข Evaluation Metrics for Model Interpretation
โข Ethics and Bias in Model Interpretation
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