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

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Flashcard Practice Chartered AI Engineering Professional - CAiEP Multiple Choice

During a pipeline performance review, every code commit rebuilds a large training image, downloads the full dataset, and runs full retraining before unit tests finish. Developers wait hours for feedback. What improvement is most appropriate?

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Cache dependencies and data, but keep full retraining as the first required step for every commit. Use staged checks, caching, small test fixtures, and separate full retraining from fast CI. Run all jobs on larger instances while keeping the same pipeline structure and data downloads. Run a smoke training job first, then treat it as sufficient evidence for production promotion.

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