NVIDIA CuML, DBSCAN, tSNE: Accelerated LLM Data Curation/Visualization + Neurips 2025 AI Performance Recap

​Zoom link: https://us02web.zoom.us/j/82308186562

Talk #0: Introductions and Meetup Updates
by Chris Fregly and Antje Barth

Talk #1: Advanced and Accelerated Data Curation and Visualizations for LLMs with NVIDIA CuML, DBSCAN, and tSNE (Performance-focused) by Theo Viel and Dante Gama Dessavre @ NVIDIA

This technical talk will focus on applying high-performance techniques to data curation and visualization tasks for LLMs with NVIDIA cuML by AI performance specialist Theo Viel. It will also include a performance deep dive on CUDA-X library cuML and why GPUs excel at boosting performance for DBSCAN and tSNE algorithms with ML engineering and AI Infrastructure manager Dante Gama Dessavre.

Talk #2: Neurips 2025 Performance Recap by Chris Fregly
High-level summary of hot AI-performance-related topics at Neurips 2025!

Zoom link: https://us02web.zoom.us/j/82308186562

Related Links
Github Repo: http://github.com/cfregly/ai-performance-engineering/
O'Reilly Book: https://www.amazon.com/Systems-Performance-Engineering-Optimizing-Algorithms/dp/B0F47689K8/
YouTube: https://www.youtube.com/@AIPerformanceEngineering
Generative AI Free Course on DeepLearning.ai: https://bit.ly/gllm