Nvidia Courses

DGX Spark - Accelerated cuPyNumeric on your Desktop Cluster

Discover how to scale Python and NumPy programs across multi-GPU systems using NVIDIA cuPyNumeric without complex parallel computing code on DGX Spark desktop clusters.

• YouTube
• 33 minutes
• Self-Paced
• Free Video

Accelerating Science and Engineering With NVIDIA CUDA-X Libraries

Explore how NVIDIA's 900+ CUDA-X libraries revolutionize industries from data science to quantum computing, driving breakthrough scientific and engineering innovations.

• YouTube
• 32 minutes
• Self-Paced
• Free Video

CUDA 13.0 - New Features and Beyond

Discover CUDA 13.0's latest features and future GPU computing developments in this engineering-focused talk by NVIDIA's technical product lead.

• YouTube
• 42 minutes
• Self-Paced
• Free Video

Open-Source AI 101 - Enabling American Innovation

Discover how open-source AI democratizes innovation, drives economic growth, and enables transparent collaboration through expert insights from NVIDIA, OSS Capital, and academia.

• YouTube
• 42 minutes
• Self-Paced
• Free Video

Hands-on training in deep learning for computer vision, covering neural network implementation, performance optimization, and real-world application deployment using GPUs and big data.

• Independent
• 8 hours
• Self-Paced
• $90.00

Learn to use CUDA C/C++ tools and techniques to accelerate CPU-only applications to run on massively parallel GPUs.

• Independent
• 8 hours
• Self-Paced
• $90.00

Inside Document Intelligence - Architecture and Demos from Edison Scientific and Justt

Explore real-world Document Intelligence applications with Edison Scientific and Justt demos using Nemotron for complex document processing at scale.

• YouTube
• 53 minutes
• Self-Paced
• Free Video

DGX Spark Live - Rapid AI Agent Development

Discover how to rapidly create and deploy AI agents in minutes using Aible and DGX Spark for code writing, research, scheduling, and more across desktop, data center, or cloud environments.

• YouTube
• 30 minutes
• Self-Paced
• Free Video

Coding Agents That Help Devs Ship Faster With CodeRabbit - Nemotron Labs

Discover how CodeRabbit and NVIDIA Nemotron create coding agents that automate developer workflows, featuring multi-model design patterns and end-to-end orchestration techniques.

• YouTube
• 51 minutes
• Self-Paced
• Free Video

Unlocking GPU Performance with CUDA Tile

Discover how CUDA Tile revolutionizes GPU programming by abstracting tensor cores and simplifying kernel development for future-compatible, high-performance AI applications.

• YouTube
• 32 minutes
• Self-Paced
• Free Video

Learn with Me - Train AI Agents for Command-Line Tasks with Synthetic Data and RL

Discover how to train AI agents for command-line tasks using synthetic data and reinforcement learning in this live debugging session with NVIDIA's research engineer.

• YouTube
• 51 minutes
• Self-Paced
• Free Video

Dynamo KVBM - Managing Memory at Scale

Discover how Dynamo's KV Block Manager optimizes memory management for high-throughput LLM deployments, covering architecture, runtime integration, and practical implementation strategies.

• YouTube
• 29 minutes
• Self-Paced
• Free Video

DGX Spark - Observing the Universe at Light Speed

Discover how AI revolutionizes astronomy by controlling telescopes through voice commands, eliminating screen glare that ruins night vision while exploring microservices architecture on DGX Spark.

• YouTube
• 28 minutes
• Self-Paced
• Free Video

1001 Ways to Write CUDA Kernels in Python

Explore best practices for writing CUDA kernels in Python, covering memory management, thread organization, and optimization techniques to harness GPU acceleration without leaving the Python ecosystem.

• YouTube
• 38 minutes
• Self-Paced
• Free Video

How Math Libraries Can Help Accelerate Your Applications on Blackwell GPUs

Discover how NVIDIA's GPU-accelerated math libraries in the CUDA Toolkit and HPC SDK can optimize performance for AI, ML, and scientific computing workflows on Blackwell GPUs.

• YouTube
• 44 minutes
• Self-Paced
• Free Video