Certificate in Model Explainability for Social Impact
-- ViewingNowThe Certificate in Model Explainability for Social Impact is a crucial course designed to empower learners with the essential skills to make artificial intelligence (AI) models transparent and understandable. This program addresses the growing industry demand for AI model explainability, which is vital for building trust, ensuring fairness, and mitigating bias in AI systems.
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โข Introduction to Model Explainability
โข Importance of Model Explainability in Social Impact
โข Types of Model Explainability Techniques
โข Feature Importance and Model Transparency
โข Interpretable Machine Learning Models
โข Model Explainability Tools and Libraries
โข Evaluating Model Explainability
โข Ethics and Bias in Model Explainability
โข Real-World Applications of Model Explainability for Social Impact
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