Global Certificate in AI Explainability for Global Teams
-- ViewingNowThe Global Certificate in AI Explainability for Global Teams is a comprehensive course designed to meet the surging industry demand for AI transparency and interpretability. This program empowers learners with essential skills to make AI models more explainable, ensuring ethical and informed decision-making across various sectors.
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⢠Introduction to AI Explainability
⢠Importance of AI Explainability for Global Teams
⢠Key Concepts in AI Explainability
⢠Global Regulations and Ethics in AI Explainability
⢠Techniques for AI Explainability: Feature Importance and Partial Dependence Plots
⢠Techniques for AI Explainability: Local Interpretable Model-agnostic Explanations (LIME)
⢠Techniques for AI Explainability: Shapley Additive Explanations (SHAP)
⢠Evaluating AI Explainability: Model Auditing and Understanding
⢠Best Practices for Implementing AI Explainability in Global Teams
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