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MLA-C01 Domain 2: ML Model Development

Which service should you use to tune hyperparameters automatically?

Multiple choice — select one answer

Answer choices

  1. a. Amazon SageMaker training jobs
  2. b. SageMaker Automatic Model Tuning
  3. c. Amazon SageMaker Experiments or MLflow
  4. d. SageMaker Model Registry with dataset snapshots in S3

Architectural breakdown & explanation

Automatic Model Tuning searches hyperparameter space.

Correct answer(s): b. SageMaker Automatic Model Tuning

Exam domain: Domain 2: ML Model Development (26% weight on the official guide).

Official documentation & study links

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