Embracing Transparency: The Evolution of Explainable AI
Outline of the Article
Introduction to Explainable AI
Importance of Explainable AI
Key Concepts and Terminology
Transparency in AI
Interpretability vs. Explainability
Applications of Explainable AI
Healthcare
Finance
Legal Systems
Techniques for Achieving Explainability
Local Interpretable Model-agnostic Explanations (LIME)
SHAP (SHapley Additive exPlanations)
Challenges in Implementing...
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