Explainable AI

Understand how to interpret and explain machine learning models. Learn why explainability matters and explore popular techniques like LIME and SHAP.

📄️ XAI Basics

An introduction to Explainable AI, its importance in ethics and regulation, and the trade-off between performance and interpretability.

A deep dive into local explanations using LIME and game-theory-based global/local explanations with SHAP.