Nvidia Courses

Accelerated Time Series Analysis with Polars on NVIDIA GPUs

Master GPU-accelerated time series analysis using Polars, achieving 7x faster processing of stock market data through NVIDIA RAPIDS integration in Google Colab - no code changes required.

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

DeepSeek R1 Performance Optimization to Push the Throughput Performance Boundary

Discover how to optimize DeepSeek R1 throughput scenarios and achieve world-class GPU inference performance using NVIDIA Blackwell architecture from industry experts.

• YouTube
• 1 hour 3 minutes
• Self-Paced
• Free Video

Accelerating Quantum Supercomputing with CUDA-Q

Unlock quantum supercomputing potential with CUDA-Q, an open-source platform for hybrid quantum-classical applications through expert panel discussions and practical guidance.

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

Going Deeper with Multi-GPU Scaling: Task-based Runtimes

Discover how to write multi-GPU libraries using task-based runtime systems that scale transparently without explicit communication, and learn to integrate your code with existing domain libraries.

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

Getting Started with Multi-GPU Scaling: Distributed Libraries

Explore multi-GPU scaling strategies with NVIDIA's distributed libraries, learning how to efficiently scale beyond a single GPU and simplify the implementation process for accelerated computing.

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

How to Build Custom AI Agents with NVIDIA Agent Intelligence Toolkit

Master NVIDIA's Agent Intelligence toolkit to build custom AI agents with modular, framework-agnostic components that integrate seamlessly into your existing projects as composable function calls.

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

How to Develop Teams of AI Agents with NVIDIA AgentIQ Open Source Library

Discover how to build and optimize teams of AI agents using NVIDIA's AgentIQ open-source library, connecting various LLM frameworks to create complex agentic AI systems for enterprise applications.

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

Gemma3 on Jetson Orin Nano: Live Demo Running Visual Language Models at 15 Tokens/s

Discover how Gemma3 4B runs on Jetson Nano at 15 tokens per second in this live demo, with insights on deploying Visual Language Models on edge hardware and a preview of Gemma3 12B on the same device.

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

How to Write a CUDA Program - The Parallel Programming Edition

Dive into parallel programming concepts with CUDA architect Stephen Jones, exploring how GPU programming differs from CPU, techniques for optimization, and strategies for overcoming common challenges in massively-parallel computing.

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

CUDA: New Features and Beyond

Discover the latest CUDA platform developments and future directions in this engineering-focused talk by a CUDA architect, exploring new features and the evolving GPU computing ecosystem.

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

An Introduction to NVIDIA Cosmos World Foundational Models

Discover how NVIDIA Cosmos transforms robotics and autonomous vehicles with physics-aware world foundation models, accelerating physical AI development through open models and tools for custom world model creation.

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

An Introduction to Building Humanoid Robots

Discover NVIDIA's Isaac GR00T platform for humanoid robot development, exploring its four pillars: robot foundation models, simulation frameworks, data pipelines, and the Jetson AGX Thor supercomputer through concrete use cases.

• YouTube
• 1 hour 41 minutes
• Self-Paced
• Free Video

A New Era for Generalist Robotics: The Rise of Humanoids

Explore the future of humanoid robotics with industry leaders discussing foundation models, simulation technology, and computing requirements for the next generation of generalist robots.

• YouTube
• 1 hour 2 minutes
• Self-Paced
• Free Video

NVIDIA DGX Spark: Your Personal AI Supercomputer

Explore NVIDIA DGX Spark's hardware and software capabilities, featuring Grace Blackwell technology for desktop AI supercomputing, with insights into key use cases and latest developments.

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

NVIDIA is a Software Company - CUDA - Episode 1

Dive into the world of CUDA with Stephen Jones, exploring parallelism, multicore compute history, and how 3D rendering concepts unlocked major machine learning algorithms.

• YouTube
• 1 hour 2 minutes
• Self-Paced
• Free Video