Multiple Choice Flashcards on 02 Databricks Certified Machine Learning Profes...

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Flashcard Practice Databricks Certified Machine Learning Professional Multiple Choice

A data science team trains 20,000 independent SKU-level models by collecting each SKU to the driver in a loop. Runs now exceed the maintenance window, and stakeholders need metrics per SKU. Which migration is most defensible?

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Use grouped pandas functions and return governed per-SKU metrics. Switch to one global model even though stakeholders require SKU-specific models. Keep the driver loop and increase notebook timeout for the monthly run. Write raw training rows as metrics so no model training output is needed.

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