Certificate in AI Explainability and its Applications
-- ViewingNowThe Certificate in AI Explainability and its Applications is a comprehensive course designed to meet the growing industry demand for AI models that are transparent, reliable, and trustworthy. This certificate program emphasizes the importance of Explainable AI (XAI) and its applications across various sectors.
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โข Introduction to AI Explainability
โข Importance of Explainable AI (XAI)
โข Key Concepts in AI Explainability
โข Types of AI Models: Transparent vs Black-box
โข Explainability Techniques for Machine Learning
โข Evaluating AI Explainability: Metrics and Criteria
โข Ethics and Regulations in AI Explainability
โข Real-world Applications of Explainable AI
โข Challenges and Future Directions in XAI
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