MLA-C01 Domain 2: ML Model Development

After a design review, leadership requires the team to debug training with real-time metrics. Which approach is MOST reliable? debug training with real-time metrics.

Multiple choice — select one answer

Answer choices

  1. a. SageMaker Automatic Model Tuning
  2. b. SageMaker custom training images
  3. c. Amazon SageMaker Experiments or MLflow
  4. d. TensorBoard or SageMaker Debugger

Architectural breakdown & explanation

Debugger detects issues like vanishing gradients.

Correct answer(s): d. TensorBoard or SageMaker Debugger

Exam domain: Domain 2: ML Model Development (26% 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.