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

A team must detect data drift in production features. Which option meets the requirement?

Multiple choice — select one answer

Answer choices

  1. a. SageMaker Clarify online explainability
  2. b. CloudWatch alarms + CodeDeploy or pipeline approvals
  3. c. KMS encryption on EBS and S3 for SageMaker
  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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