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

The DevOps team is automating releases and must encrypt training volumes and model artifacts. Which design fits best? encrypt training volumes and model artifacts.

Multiple choice — select one answer

Answer choices

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

Architectural breakdown & explanation

Encryption protects ML intellectual property.

Correct answer(s): c. KMS encryption on EBS and S3 for SageMaker

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

Official documentation & study links

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