Nvidia Courses

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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• Free Video

Accelerated Machine Learning with XGBoost and RAPIDS on NVIDIA GPUs

Master XGBoost training and inference optimization using RAPIDS on NVIDIA GPUs, achieving 25x faster performance through hands-on practice with real taxi fare data in Google Colab.

• YouTube
• 20 minutes
• On-Demand
• Free Video

Accelerated Graph Analytics with NetworkX on NVIDIA GPUs

Master graph analysis acceleration using RAPIDS and NetworkX on NVIDIA GPUs, achieving 72x faster performance with hands-on demonstrations of Betweenness Centrality and PageRank algorithms on real-world datasets.

• YouTube
• 11 minutes
• On-Demand
• Free Video

Setting Up a RAG Demo on NVIDIA AI Workbench - Step-by-Step Tutorial

Step-by-step guide to set up a retrieval-augmented generation (RAG) system using NVIDIA AI Workbench, enabling developers to create AI projects on their local machines without a GPU in about an hour.

• YouTube
• 25 minutes
• On-Demand
• Free Video

Fine-tuning Character Animation with Autodesk Maya and NVIDIA ACE

Adjust settings in Autodesk Maya to fine-tune character animation, focusing on personality, reactions, and facial movements using NVIDIA ACE technology.

• YouTube
• 12 minutes
• On-Demand
• Free Video

Deploying Generative AI Applications - Building Code Assistants, Image Search, and Robotics Solutions

Discover practical implementations of LLMs through hands-on demonstrations of image search applications, coding assistance tools, and vision-language action models for robotics integration.

• YouTube
• 11 minutes
• On-Demand
• Free Video

Building an AI-Enabled Network Video Recorder with NVIDIA Metropolis Microservices for Jetson

Learn to build an AI-enabled Network Video Recorder using NVIDIA Metropolis microservices for Jetson. Covers system setup, microservices, diagnostics, and code samples for various operations in edge AI applications.

• YouTube
• 23 minutes
• On-Demand
• Free Video

Video Storage Toolkit with Metropolis Microservices for Jetson - Overview and Installation

Comprehensive guide to NVIDIA's Video Storage Toolkit for Jetson, covering installation, usage, code samples, and debugging. Ideal for developers working on edge AI applications with video management needs.

• YouTube
• 24 minutes
• On-Demand
• Free Video

Building an AI-Enabled Network Video Recorder with NVIDIA Metropolis Microservices for Jetson

Learn to build an AI-enabled Network Video Recorder using NVIDIA Metropolis microservices for Jetson. Covers system setup, microservices, testing, diagnostics, and code samples for various operations in edge AI applications.

• YouTube
• 24 minutes
• On-Demand
• Free Video

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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• Free Video