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

For cost and security, the team must detect data drift in production features. What is the recommended approach? detect data drift in production features.

Multiple choice — select one answer

Answer choices

  1. a. SageMaker Model Monitor
  2. b. KMS encryption on EBS and S3 for SageMaker
  3. c. CloudTrail and VPC Flow Logs
  4. d. SageMaker Model Monitor data capture

Architectural breakdown & explanation

Model Monitor compares live data to baselines.

Correct answer(s): a. 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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