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

A company needs to capture inference payloads for audit (where allowed). Which option meets the requirement with the LEAST implementation effort? capture inference payloads for audit (where allowed).

Multiple choice — select one answer

Answer choices

  1. a. SageMaker Model Monitor data capture
  2. b. SageMaker Model Monitor
  3. c. SageMaker Studio in VPC-only mode
  4. d. Log PII to public bucket

Architectural breakdown & explanation

Data capture records inputs/outputs per policy.

Correct answer(s): a. SageMaker Model Monitor data capture

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

Official documentation & study links

Practice this certification

This page is one question from the AWS Certified Machine Learning Engineer – Associate bank. Run a full timed practice exam with domain-weighted random questions in your browser.