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MLA-C01 Domain 2: ML Model Development

A company needs to track experiments and parameters. Which option meets the requirement with the LEAST implementation effort? track experiments and parameters.

Multiple choice — select one answer

Answer choices

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

Architectural breakdown & explanation

Experiment tracking compares runs reproducibly.

Correct answer(s): c. Amazon SageMaker Experiments or MLflow

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

Official documentation & study links

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