Artificial Intelligence

Amazon SageMaker Clarify

Definition

Tool that detects potential bias in training data and in ML model predictions, and generates explanations for predictions (feature importance) to improve model transparency.

Exam context

In AIF-C01 (Domain 4) it's the specific service for responsible AI at the bias-detection level. It's complemented by SageMaker Model Monitor (detects drift in production) and Amazon A2I (Augmented AI, human review of low-confidence predictions).

Studying for the AIF-C01?

Amazon SageMaker Clarify is a concept that can show up on the exam. Check the full guide to see it in context.