Exam NCA-AIIO Topic 2 Question 48 Discussion

Actual exam question for NVIDIA's NCA-AIIO exam
Question #: 48
Topic #: 2
Which NVIDIA product is used for data preparation in an AI workflow?

Suggested Answer: B Vote an answer

NVIDIA identifies RAPIDS as the correct product for data preparation. NVIDIA AI Enterprise documentation describes NVIDIA RAPIDS as "GPU-accelerated data science libraries for data preparation, machine learning, and graph analytics." RAPIDS is therefore the correct answer because it accelerates data science and data preparation workflows on GPUs. DOCA is primarily for data center infrastructure and DPU software development, while DLSS is an AI-powered graphics rendering technology, not a data-preparation product for AI workflows.
Reference: NVIDIA AI Enterprise Application Layer Software documentation.

by Bartholomew at Oct 14, 2026, 09:45 AM

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