Multiple Choice Flashcards on 02 Chartered AI Engineering Professional - CAiE...

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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 Chartered AI Engineering Professional - CAiEP Multiple Choice

A cloud training job reads several terabytes from an on-premises file system on every run, causing slow startup and high transfer cost. What should the team evaluate first?

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A larger training cluster and more dataloader workers so computation finishes faster after startup. Nightly full raw-data copies to cloud storage for each run, regardless of changed partitions or retention. Data locality, caching, incremental transfer, and egress or network cost. Moving model artifacts to a cloud registry while leaving the training data path unchanged.

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