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

Which service should you use to explain individual predictions to stakeholders?

Multiple choice — select one answer

Answer choices

  1. a. Amazon Inspector for ECR images
  2. b. SageMaker Studio in VPC-only mode
  3. c. SageMaker Clarify online explainability
  4. d. SageMaker Model Monitor

Architectural breakdown & explanation

Clarify provides SHAP and other explainability.

Correct answer(s): c. 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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