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

A hybrid environment must support a goal to automatically roll back bad deployments without changing application code. What should you implement? automatically roll back bad deployments.

Multiple choice — select one answer

Answer choices

  1. a. SageMaker Model Monitor
  2. b. CloudWatch alarms + CodeDeploy or pipeline approvals
  3. c. KMS encryption on EBS and S3 for SageMaker
  4. d. SageMaker Studio in VPC-only mode

Architectural breakdown & explanation

Automated rollback limits incident blast radius.

Correct answer(s): b. CloudWatch alarms + CodeDeploy or pipeline approvals

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

Official documentation & study links

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