Advanced Certificate in Explainable AI Design
-- ViewingNowThe Advanced Certificate in Explainable AI Design is a comprehensive course that addresses the growing need for AI systems that are transparent, understandable, and trustworthy. This program emphasizes the importance of designing AI models that provide clear explanations for their decisions, thereby enhancing human oversight and trust.
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โข Advanced Introduction to Explainable AI (XAI)
โข Human-Centered Design in XAI
โข Interpretability vs. Explainability: Key Differences and Implications
โข Techniques for Explainable AI: Feature Importance, SHAP, LIME, etc.
โข Designing Trust in XAI Systems
โข Ethics and Bias in Explainable AI
โข Legal and Regulatory Considerations for XAI
โข Use Cases and Applications of Explainable AI
โข Evaluating and Validating Explainable AI Systems
โข Future Trends and Directions in Explainable AI Design
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