Data Manipulation and Preparation — NVIDIA-Certified Associate Accelerated Data Science

The official NVIDIA documentation our Data Manipulation and Preparation practice questions are cited to. Review the primary sources, then practise.

Official references for this objective

Nvidia — CUDA-X Data Science Libraries | NVIDIA Developer

cuDF is a toolkit that contains GPU-accelerated libraries to optimize fundamental DataFrame operations. It includes drop-in accelerators for popular DataFrame libraries and SQL engines, like
Nvidia — Magnum IO Software Stack for Accelerated Data Centers | NVIDIA

GPUDirect Storage (GDS) has been integrated with RAPIDS for ORC, Parquet, CSV, and Avro readers. RAPIDS CuIO has achieved up to a 4.5X performance improvement