Global Certificate in Model Explainability Essentials
-- ViewingNowThe Global Certificate in Model Explainability Essentials is a crucial course designed to empower learners with the essential skills needed to understand and interpret artificial intelligence (AI) models. This certification focuses on the importance of Model Explainability, often referred to as Model Interpretability, which has become increasingly critical in AI-driven industries.
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โข Introduction to Model Explainability
โข Importance of Model Explainability in AI Systems
โข Types of Model Explainability: Global vs Local
โข Techniques for Model Explainability: Feature Importance, SHAP, LIME
โข Model Explainability in Machine Learning Models
โข Model Explainability in Deep Learning Models
โข Challenges and Limitations of Model Explainability
โข Best Practices for Implementing Model Explainability
โข Use Cases and Applications of Model Explainability
โข Ethics and Regulations in Model Explainability
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