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MLA-C01 Domain 2: ML Model Development

After a design review, leadership requires the team to version datasets and models together. Which approach is MOST reliable? version datasets and models together.

Multiple choice — select one answer

Answer choices

  1. a. Amazon SageMaker training jobs
  2. b. SageMaker Automatic Model Tuning
  3. c. SageMaker Model Registry with dataset snapshots in S3
  4. d. Amazon SageMaker Experiments or MLflow

Architectural breakdown & explanation

Versioning supports rollback and audit.

Correct answer(s): c. SageMaker Model Registry with dataset snapshots in S3

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

Official documentation & study links

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