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NCA-ADS
Data Manipulation and Preparation
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Question 3 of 46

In a production handoff meeting, an architect is mapping a need to the right NVIDIA-backed concept. Which choice best applies the documented guidance for arrow foundation?

ACuDF is built on the Apache Arrow columnar memory format.
BTreat preparation, training, deployment, and reproducibility as if they were all the same task.
CChoose Triton because model-serving software is the main tool for joins, ETL, and feature engineering.
DChoose cuGraph because graph analytics libraries are the primary tool for joins and Parquet storage workflows.

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