Q83 — AWS AIF-C01 Ch.3

Question 83 of 100 | ← Chapter 3

A financial company is developing a machine learning (ML) model to predict customer loan eligibility. The company wants a solution that can reliably identify bias in training data and model predictions. Which AWS service meets these requirements?

• A. Amazon Rekognition
• B. Amazon SageMaker Clarify ✓
• C. Amazon SageMaker Ground Truth
• D. Amazon SageMaker Model Monitor

Correct Answer: B. Amazon SageMaker Clarify

Explanation

When developing an ML model to predict customer loan eligibility, identifying and addressing bias in training data and model predictions is critical. Amazon SageMaker Clarify is specifically designed for this purpose—it detects bias in training data and model predictions and provides automated model analysis and explanation tools. These tools help users deeply understand model behavior and performance, enabling effective identification and mitigation of potential bias issues. Therefore, Amazon SageMaker Clarify is the appropriate choice for this financial company's requirements.