MLA-C01 Domain 2: ML Model Development

What is the MOST appropriate AWS solution to train models with managed infrastructure and spot savings?

Multiple choice — select one answer

Answer choices

  1. a. TensorBoard or SageMaker Debugger
  2. b. SageMaker Model Registry with dataset snapshots in S3
  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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