Multiple Choice Flashcards on 02 AWS Certified Machine Learning Engineer - As...

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Flashcard Practice AWS Certified Machine Learning Engineer - Associate Multiple Choice

A company is migrating a nightly batch ingestion process to event-driven orchestration. Some source systems deliver late partitions that can change yesterday's training dataset after the first workflow has completed. What design is strongest?

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Track dataset versions and partition status, support controlled reprocessing, and trigger downstream steps only when the intended dataset snapshot is complete Overwrite the model registry entry whenever any late object arrives Train immediately on the first file for each partition and ignore later arrivals Tune the model and reports before validating source data, preprocessing logic, and downstream schema compatibility

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