Multiple Choice Flashcards on 01 NVIDIA-Certified Associate- AI Infrastructur...

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Flashcard Practice NVIDIA-Certified Associate: AI Infrastructure and Operations Multiple Choice

A company data science team has GPUs available, but feature engineering still runs slowly in a CPU-based dataframe pipeline before model training. Which NVIDIA software area is most relevant?

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Triton, because serving endpoints are the main tool for transforming training datasets RAPIDS, because it can accelerate dataframe, analytics, and machine learning preparation workflows on GPUs TensorRT, because it is primarily responsible for preparing raw tabular data before training NCCL, because collective communication replaces feature engineering logic in notebooks

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