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AI & Machine Learning · Intermediate

Amazon SageMaker Clarify

A SageMaker AI capability for detecting bias in data and models and explaining predictions.

Definition

Clarify computes pre-training and post-training bias metrics, provides SHAP-based feature attributions, and supports foundation model evaluation. It integrates with Model Monitor to track bias and attribution drift in production.

Exam tip

Bias detection or explainability on AWS: SageMaker Clarify.

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