Multiple Choice Flashcards on 06 NVIDIA-Certified Professional- Accelerated D...

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Flashcard Practice NVIDIA-Certified Professional: Accelerated Data Science Multiple Choice

A team has a 200 MB dataset and needs quick exploratory analysis in a notebook. What is the most defensible starting point?

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Move the data to GPU memory before checking what analysis is needed Use pandas first, then benchmark acceleration only if profiling shows a real bottleneck Start with a multi-node cluster because it is the most scalable architecture Use Dask-cuDF so the workflow matches much larger future projects

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