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MLA-C01 Domain 2: ML Model Development

What is the MOST appropriate AWS solution 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 built-in algorithms

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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