MLA-C01 Domain 4: ML Solution Monitoring, Maintenance, and Security

What is the MOST appropriate AWS solution to detect data drift in production features?

Multiple choice — select one answer

Answer choices

  1. a. CloudTrail and VPC Flow Logs
  2. b. SageMaker Clarify online explainability
  3. c. Amazon Inspector for ECR images
  4. d. SageMaker Model Monitor

Architectural breakdown & explanation

Model Monitor compares live data to baselines.

Correct answer(s): d. SageMaker Model Monitor

Exam domain: Domain 4: ML Solution Monitoring, Maintenance, and Security (22% weight on the official guide).

Official documentation & study links

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