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Introduction to cuDF and Dask-cuDF

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Description

cuDF is a GPU DataFrame library for loading, joining, aggregating, filtering, and otherwise manipulating data. This tutorial provides a quick intro to the pandas-like library and its most commonly-used functionality.

Publisher

NVIDIA

Use Case

Other

Framework

Other

Latest Version

1

Modified

March 31, 2022

Compressed Size

32.88 KB

cuDF is a GPU DataFrame library for loading, joining, aggregating, filtering, and otherwise manipulating data. cuDF provides a pandas-like API that will be familiar to data engineers & data scientists, so they can use it to easily accelerate their workflows without going into the details of CUDA programming.

This tutorial will walk developers through how to read, clean, and analyze data and introduce the basics to get started with accelerating analytics.