MLA-C01 Domain 2: ML Model Development

During peak traffic, the platform team must train models with managed infrastructure and spot savings. What should they do FIRST? train models with managed infrastructure and spot savings.

Multiple choice — select one answer

Answer choices

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

Architectural breakdown & explanation

Training jobs scale on ML instances with spot support.

Correct answer(s): c. 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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