AWS Certified AI Practitioner (AIF-C01) — Question 148

A media company wants to analyze viewer behavior and demographics to recommend personalized content. The company wants to deploy a customized ML model in its production environment. The company also wants to observe if the model quality drifts over time.

Which AWS service or feature meets these requirements?

Answer options

• A. Amazon Rekognition
• B. Amazon SageMaker Clarify
• C. Amazon Comprehend
• D. Amazon SageMaker Model Monitor

Correct answer: D

Explanation

The correct answer is D, Amazon SageMaker Model Monitor, as it is specifically designed to track the performance and quality of ML models over time. Options A and C do not provide monitoring capabilities for model performance, while B, Amazon SageMaker Clarify, focuses on bias detection and model explainability rather than ongoing quality monitoring.