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

Which service should you use to detect data drift in production features?

Multiple choice — select one answer

Answer choices

  1. a. KMS encryption on EBS and S3 for SageMaker
  2. b. SageMaker Model Monitor
  3. c. SageMaker Studio in VPC-only mode
  4. d. SageMaker Clarify online explainability

Architectural breakdown & explanation

Model Monitor compares live data to baselines.

Correct answer(s): b. 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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