AWS Certified Machine Learning Engineer – Associate (MLA-C01) — Question 166

A company is developing an ML model by using Amazon SageMaker AI. The company must monitor bias in the model and must display the results on a dashboard. An ML engineer creates a bias monitoring job.

How should the ML engineer capture bias metrics to display on the dashboard?

Answer options

• A. Capture AWS CloudTrail metrics from SageMaker Clarify.
• B. Capture Amazon CloudWatch metrics from SageMaker Clarify.
• C. Capture SageMaker Model Monitor metrics from Amazon EventBridge.
• D. Capture SageMaker Model Monitor metrics from Amazon Simple Notification Service (Amazon SNS).

Correct answer: B

Explanation

The correct answer is B because Amazon CloudWatch is designed to collect and monitor metrics, making it suitable for displaying bias metrics from SageMaker Clarify on a dashboard. The other options, while related to monitoring and logging, do not specifically cater to the needs of capturing bias metrics for dashboard representation.