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Practice multiple choice certification questions for AWS Certified Machine Learning Engineer - Associate and review the explanation after each answer.

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Review the keyed rationale after answering so the correct AWS service choice and each distractor stay connected.

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Flashcard Practice AWS Certified Machine Learning Engineer - Associate Multiple Choice

Why is AWS DataSync usually preferable to ad hoc manual copies for recurring ML dataset movement?

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It provides managed transfer tasks with scheduling, monitoring, validation options, and support for large data movement. It should be used mainly to avoid documenting dataset ownership, lineage, and source-system assumptions. It is selected because model training jobs read directly from the source storage through the DataSync task. It should replace data-labeling workflows because transfer status is equivalent to label quality review.

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