40 subscribers
Chuyển sang chế độ ngoại tuyến với ứng dụng Player FM !
Podcast đáng để nghe
TÀI TRỢ BỞI


NVIDIA RAPIDS and Open Source ML Acceleration with Chris Deotte and Jean-Francois Puget
Manage episode 469604395 series 2455731
NVIDIA RAPIDS is an open-source suite of GPU-accelerated data science and AI libraries. It leverages CUDA and significantly enhances the performance of core Python frameworks including Polars, pandas, scikit-learn and NetworkX.
Chris Deotte is a Senior Data Scientist at NVIDIA and Jean-Francois Puget is the Director and a Distinguished Engineer at NVIDIA. Chris and Jean-Francois are also Kaggle Grandmasters, which is the highest rank a data scientist or machine learning practitioner can achieve on Kaggle, a competitive platform for data science challenges.
In this episode, they join the podcast with Sean Falconer to talk about Kaggle, GPU-acceleration for data science applications, where they’ve achieved the biggest performance gains, the unexpected challenges with tabular data, and much more.
Sean's been an academic, startup founder, and Googler. He has published works covering a wide range of topics from AI to quantum computing. Currently, Sean is an AI Entrepreneur in Residence at Confluent where he works on AI strategy and thought leadership. You can connect with Sean on LinkedIn.
Please click here to see the transcript of this episode.
Sponsorship inquiries: sponsor@softwareengineeringdaily.com
2084 tập
Manage episode 469604395 series 2455731
NVIDIA RAPIDS is an open-source suite of GPU-accelerated data science and AI libraries. It leverages CUDA and significantly enhances the performance of core Python frameworks including Polars, pandas, scikit-learn and NetworkX.
Chris Deotte is a Senior Data Scientist at NVIDIA and Jean-Francois Puget is the Director and a Distinguished Engineer at NVIDIA. Chris and Jean-Francois are also Kaggle Grandmasters, which is the highest rank a data scientist or machine learning practitioner can achieve on Kaggle, a competitive platform for data science challenges.
In this episode, they join the podcast with Sean Falconer to talk about Kaggle, GPU-acceleration for data science applications, where they’ve achieved the biggest performance gains, the unexpected challenges with tabular data, and much more.
Sean's been an academic, startup founder, and Googler. He has published works covering a wide range of topics from AI to quantum computing. Currently, Sean is an AI Entrepreneur in Residence at Confluent where he works on AI strategy and thought leadership. You can connect with Sean on LinkedIn.
Please click here to see the transcript of this episode.
Sponsorship inquiries: sponsor@softwareengineeringdaily.com
2084 tập
Tất cả các tập
×
1 Turing Award Special: A Conversation with Martin Hellman 42:02

1 Prometheus and Open-Source Observability with Eric Schabell 46:06

1 Turing Award Special: A Conversation with David Patterson 56:25

1 Uber’s On-Call Copilot with Paarth Chothani and Eduards Sidorovics 45:23

1 Turing Award Special: A Conversation with John Hennessy 40:03

1 Sourcegraph and the Frontier of AI in Software Engineering with Beyang Liu 44:40

1 Turing Award Special: A Conversation with Jeffrey Ullman 38:13

1 Knowledge Graphs as Agentic Memory with Daniel Chalef 53:38

1 Turing Award Special: A Conversation with Jack Dongarra 50:01

1 Quantum Computing at Rigetti with David Rivas 53:50

1 The State of the Ethereum Blockchain with Andrew Koller 41:29

1 StackHawk and Shift-Left API Security with Scott Gerlach 46:07

1 NVIDIA RAPIDS and Open Source ML Acceleration with Chris Deotte and Jean-Francois Puget 42:32

1 Troubleshooting Microservices with Julia Blase 43:00

1 Vercel’s Developer Frameworks with Ary Khandelwal and Max Leiter 53:13

1 Docusign for Developers with Dan Selman and Larry Jin 45:10

1 The Subsea Cable Network with Josh Dzieza 45:18

1 LangChain and Agentic AI Engineering with Erick Friis 43:08

1 Secure Communications in Embedded Systems with Ismael Valenzuela and John Wall 46:43


1 Maximizing Cloud Efficiency with Jerzy Grzywinski and Brent Segner 45:52

1 NVIDIA’s Agentic AI for Container Security with Amanda Saunders and Allan Enemark 46:12

1 The Raylib C Library for Game Development with Ramon Santamaria 1:00:32


1 Mamba and Software Package Security with Sylvain Corlay 46:56


1 beeps and on-call for Next.js developers with Joey Parsons 47:42

Chào mừng bạn đến với Player FM!
Player FM đang quét trang web để tìm các podcast chất lượng cao cho bạn thưởng thức ngay bây giờ. Đây là ứng dụng podcast tốt nhất và hoạt động trên Android, iPhone và web. Đăng ký để đồng bộ các theo dõi trên tất cả thiết bị.