Polars (but FASTER!) - Using Nvidia cuDF with Polars for INSANE speeds!

Nvidia just dropped their new cuDF Polars integration for massive speed savings! With a 10GB+ file, you can expect 13x speed improvements!

To install this version of Polars, run the following command:
pip install polars[gpu] --extra-index-url=pypi.nvidia.com/

Let me know if you'd like to see more Polars content in the comments below!

0:00 Introduction
1:08 Downloading data
3:15 Getting size of data
4:18 Running simple analysis
5:45 Running a groupby in Polars
6:55 Interoperability with CPU DataFrames