MLA-C01 Domain 2: ML Model Development

A team must train models with managed infrastructure and spot savings. Which option meets the requirement?

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 distributed training libraries

Architectural breakdown & explanation

Training jobs scale on ML instances with spot support.

Correct answer(s): a. 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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