Certificate in Interpretable AI for Better Decisions
-- ViewingNowThe Certificate in Interpretable AI for Better Decisions is a comprehensive course designed to meet the surging industry demand for AI models that are transparent, explainable, and fair. This course empowers learners with essential skills to develop and implement interpretable AI models, enabling them to make informed, ethical, and unbiased decisions.
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⢠Introduction to Interpretable AI
⢠Importance of Explainability in AI
⢠Types of Interpretable AI Models
⢠Key Concepts: Transparency, Simplicity, Post-hoc Interpretability
⢠Interpretable Machine Learning Techniques
⢠Feature Importance and Model Coefficients
⢠LIME and SHAP: Local Interpretable Models
⢠Rule-based Machine Learning
⢠Use Cases: Healthcare, Finance, and Ethical Decision Making
⢠Best Practices for Interpretable AI in Business
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