40 subscribers
התחל במצב לא מקוון עם האפליקציה Player FM !
פודקאסטים ששווה להאזין
בחסות


1 America’s Sweethearts: Dallas Cowboys Cheerleaders Season 2 - Tryouts, Tears, & Texas 32:48
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
2107 פרקים
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
2107 פרקים
همه قسمت ها
×
1 SED News: Data Land Grabs, Copyright Fights, and the Great AI Talent War 47:14

1 AI at Anaconda with Greg Jennings 49:47

1 ByteDance’s Container Networking Stack with Chen Tang 47:57

1 WayForward Games with Tomm Hulett and Voldi Way 46:02

1 CodeRabbit and RAG for Code Review with Harjot Gill 48:42

1 Emulating Retro Games on Modern Consoles with Robin Lavallée and Bill Litshauer 1:01:34

1 SED News: Corporate Spies, Postgres, and the Weird Life of Devs Right Now 44:38

1 TanStack and the Future of Frontend with Tanner Linsley 55:13

1 The Challenge of AI Model Evaluations with Ankur Goyal 45:22

1 Modern Distributed Applications with Stephan Ewen 41:20


1 Chip Design in the AI Era with Thomas Andersen 50:33

1 OpenTofu with Cory O’Daniel and Malcolm Matalka 48:58

1 Mojo and Building a CUDA Replacement with Chris Lattner 56:14

1 Building PostgreSQL for the Future with Heikki Linnakangas 42:12

1 Security at Coinbase with Philip Martin 47:58

1 Anthropic and the Model Context Protocol with David Soria Parra 51:30

1 Grand Theft Auto III on the Dreamcast with Falco Girgis and Stef Kornilios Mitsis Poiitidis 47:39


1 LiveKit and OpenAI with Russ d’Sa 47:56

1 SED News: CoreWeave IPO, Anthropic’s MCP, and Microsoft Turns 50 46:42

1 Vibe Coding at Heroku with Vish Abrams 52:51

1 Agentic AI at Glean with Eddie Zhou 44:25

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 Browser Security with Jeswin Mathai 50:00

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

ברוכים הבאים אל Player FM!
Player FM סורק את האינטרנט עבור פודקאסטים באיכות גבוהה בשבילכם כדי שתהנו מהם כרגע. זה יישום הפודקאסט הטוב ביותר והוא עובד על אנדרואיד, iPhone ואינטרנט. הירשמו לסנכרון מנויים במכשירים שונים.