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Wednesday, March 5, 2025

NVIDIA RAPIDS and Open Supply ML Acceleration with Chris Deotte and Jean-Francois Puget


NVIDIA RAPIDS is an open-source suite of GPU-accelerated knowledge science and AI libraries. It leverages CUDA and considerably enhances the efficiency of core Python frameworks together with Polars, pandas, scikit-learn and NetworkX.

Chris Deotte is a Senior Knowledge Scientist at NVIDIA and Jean-Francois Puget is the Director and a Distinguished Engineer at NVIDIA. Chris and Jean-Francois are additionally Kaggle Grandmasters, which is the very best rank an information scientist or machine studying practitioner can obtain on Kaggle, a aggressive platform for knowledge science challenges.

On this episode, they be part of the podcast with Sean Falconer to speak about Kaggle, GPU-acceleration for knowledge science functions, the place they’ve achieved the most important efficiency positive factors, the sudden challenges with tabular knowledge, and far more.

Sean’s been an instructional, startup founder, and Googler. He has printed works protecting a variety of matters from AI to quantum computing. At present, Sean is an AI Entrepreneur in Residence at Confluent the place he works on AI technique and thought management. You’ll be able to join with Sean on LinkedIn.

 

Please click on right here to see the transcript of this episode.

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