AI Agents & Applications · intermediate · concept 153 of 176
Explainable AI (XAI)
Techniques to make AI decisions interpretable by humans. SHAP and LIME explain individual predictions. Critical for healthcare, finance, and legal applications where decisions must be justified.
Key terms
SHAPLIMEFeature importanceAttention visualizationInterpretability
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▶ What is Explainable AI? ↗
IBM Technology · YouTube
▶ Explainable AI: Demystifying AI Agents Decision-Making ↗
IBM Technology · YouTube
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