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NCA-ADS
Data Science Pipelines and Workflow Automation
hard
Question 1 of 26

In a notebook-based analysis walkthrough, the team must make the most defensible recommendation. Which recommendation best addresses reproducible workflow recommendation?

AChoose a reproducible RAPIDS and Dask pipeline when the team needs the same workflow to run consistently across iterations.
BSkip feature selection and transformation because model improvement never depends on input representation.
CAvoid automation because manual repetition is always the best long-term pipeline strategy.
DChoose a generic CPU-only path without checking the documented accelerated option.

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