Multiple Choice Flashcards on 02 Google Cloud Professional Machine Learning E...

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Flashcard Practice Google Cloud Professional Machine Learning Engineer Multiple Choice

A company runs a managed training pipeline nightly with large compute resources, but labels arrive weekly and most runs produce identical metrics. Cost is high. What should the team evaluate?

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Keep nightly full retraining because repeatability matters more than cost evidence Deploy every nightly model to collect more production comparisons Remove validation steps so training finishes faster and uses fewer resources Trigger policy, compute sizing, caching or reuse, validation gates, and whether retraining should wait for new signal

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