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

A regulated workload requires the organization to explain individual predictions to stakeholders. Which solution is BEST? explain individual predictions to stakeholders.

Multiple choice — select one answer

Answer choices

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

Architectural breakdown & explanation

Clarify provides SHAP and other explainability.

Correct answer(s): a. SageMaker Clarify online explainability

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

Official documentation & study links

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