Professional Certificate in AI Explainability
-- ViewingNowThe Professional Certificate in AI Explainability is a crucial course designed to empower learners with the essential skills to make artificial intelligence (AI) systems more transparent and understandable. This program is vital in today's industry, where AI explainability has become a critical concern for businesses, governments, and individuals alike.
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โข Introduction to AI Explainability
โข Importance and Benefits of AI Explainability
โข Key Concepts and Terminologies in XAI (eXplainable AI)
โข Types of AI Explainability Techniques:
• Model-Specific Methods
• Model-Agnostic Methods
โข Transparency and Post-hoc Interpretability
โข Evaluating AI Explainability: Metrics and Methods
โข Ethical Considerations in AI Explainability
โข Real-World Applications and Case Studies of AI Explainability
โข Future Trends and Research Directions in AI Explainability
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