Explainable AI, LIME & SHAP for Model Interpretability, Unlocking AI's Decision-Making

Dive into Explainable AI (XAI) and learn how to build trust in AI systems with LIME and SHAP for model interpretability. Understand the importance of transparency and fairness in AI-driven decisions.
What is DataCamp? Learn the data skills you need online at your own pace—from non-coding essentials to data science and machine learning.

Explainable AI, LIME & SHAP for Model Interpretability, Unlocking AI's Decision-Making

Demystifying AI: A Guide to Explainable Artificial Intelligence for Business Leaders

LIME: explain Machine Learning predictions, by Giorgio Visani

Unveiling the Power of Explainable AI: Improving Transparency, Trustworthiness, and Collaboration in Artificial Intelligence Systems, by Praveen Joshi

Understanding how Artificial Intelligence reasons

Entropy, Free Full-Text

Explainable AI, LIME & SHAP for Model Interpretability, Unlocking AI's Decision-Making

Explainable AI: The Key to Unlocking Generative AI's Potential

Fuzzy inference system with interpretable fuzzy rules: Advancing explainable artificial intelligence for disease diagnosis—A comprehensive review - ScienceDirect