Masterclass Certificate in Model Explainability: Impactful
-- ViewingNowThe Masterclass Certificate in Model Explainability is a vital course for professionals seeking to enhance their understanding and application of model explainability techniques. With the increasing complexity of artificial intelligence (AI) models, there is a growing demand for experts who can interpret and communicate model outcomes effectively.
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โข Model Interpretability Overview
โข Feature Importance Techniques
โข Model-Agnostic Explainability Methods
โข Local vs. Global Explainability
โข LIME (Local Interpretable Model-agnostic Explanations)
โข SHAP (SHapley Additive exPlanations)
โข Tree-Based Model Explainability
โข Deep Learning Model Explainability
โข Evaluating Model Explainability
โข Ethical Considerations in Model Explainability
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