NCA-GENL - Data Analysis and Visualization - Section 4.2
Understand GPU-accelerated data manipulation with cuDF and Dask.
Understand how cuDF provides a GPU-accelerated DataFrame API compatible with pandas, enabling fast in-memory data transformations without leaving the GPU. Recognise how Dask complements cuDF by parallelising workloads across multiple GPUs or nodes when a dataset exceeds single-GPU memory.
cuDFDask
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