MLA-C01 Domain 2: ML Model Development

A hybrid environment must support a goal to tune hyperparameters automatically without changing application code. What should you implement? tune hyperparameters automatically.

Multiple choice — select one answer

Answer choices

  1. a. SageMaker Automatic Model Tuning
  2. b. SageMaker built-in algorithms
  3. c. Amazon SageMaker Experiments or MLflow
  4. d. Amazon SageMaker training jobs

Architectural breakdown & explanation

Automatic Model Tuning searches hyperparameter space.

Correct answer(s): a. 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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