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 team runs data preparation, training, evaluation, registration, and deployment from one long notebook. Failures are hard to resume, approvals are informal, and engineers cannot tell which artifact reached production. Which redesign best improves maintainability?

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Move the workflow into modular pipeline steps with versioned artifacts, explicit evaluation gates, model registration, and controlled deployment Run the notebook on a larger instance so failed steps can be rerun from the beginning more quickly Changing chart formatting before validating metrics, drift, and data lineage Add more markdown headings to the notebook so operators can find each section faster

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