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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GBP £ 140
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โข Introduction to Interpretable AI
โข Importance of Explainability in AI
โข Types of Interpretable AI Models
โข Key Concepts: Transparency, Simplicity, Post-hoc Interpretability
โข Interpretable Machine Learning Techniques
โข Feature Importance and Model Coefficients
โข LIME and SHAP: Local Interpretable Models
โข Rule-based Machine Learning
โข Use Cases: Healthcare, Finance, and Ethical Decision Making
โข Best Practices for Interpretable AI in Business
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