MLA-C01 Domain 2: ML Model Development

Which service should you use to train models with managed infrastructure and spot savings?

Multiple choice — select one answer

Answer choices

  1. a. Amazon SageMaker Experiments or MLflow
  2. b. SageMaker Automatic Model Tuning
  3. c. SageMaker distributed training libraries
  4. d. Amazon SageMaker training jobs

Architectural breakdown & explanation

Training jobs scale on ML instances with spot support.

Correct answer(s): d. Amazon SageMaker training jobs

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

Official documentation & study links

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