NVIDIA just released free online AI courses.
No payment required.
Here are the best ones you shouldn’t skip in 2026:
Generative AI Explained
Get a clear view of what generative AI is and why it matters in real work.
What you’ll learn:
→ The core idea behind generative AI
→ Where it’s used in real products and teams
→ Common limits, risks, and where it’s heading next
learn.nvidia.com/courses/course…
Introduction to AI in the Data Center
Learn how AI jobs actually run inside modern data centers.
What you’ll learn:
→ The basics of AI, ML, and deep learning in infrastructure terms
→ How training differs from inference in practice
→ When GPUs win, when CPUs are enough, and why
coursera.org/learn/ai-infra…
Accelerate Data Science Workflows with Zero Code Changes
Make data pipelines faster by using GPUs, without rewriting your codebase.
What you’ll learn:
→ How CPU and GPU workflows can work together
→ Ways to speed up data processing with GPU acceleration
→ How to reduce training time without changing your code
learn.nvidia.com/courses/course…
Getting Started with AI on Jetson Nano
Build and run AI on edge hardware, not just in the cloud.
What you’ll learn:
→ How to collect and label data for your project
→ How to train a neural network for a real use case
→ How to run inference with your own custom model
learn.nvidia.com/courses/course…
Augment Your LLM Using RAG
Improve LLM answers by letting the model pull in outside knowledge.
What you’ll learn:
→ The basics of Retrieval-Augmented Generation
→ Practical GenAI methods beyond simple prompting
→ How embeddings and vector databases fit into RAG
learn.nvidia.com/courses/course…
Building RAG Agents with LLMs
Go beyond chatbots. Build agents that can run tasks using LLMs.
What you’ll learn:
→ How to set up an environment for LLM agents
→ How agent inference connects to tools and interfaces
→ How microservices can power scalable AI agents
learn.nvidia.com/courses/course…
Building Video AI Applications at the Edge
Create real-time video analytics on Jetson devices.
What you’ll learn:
→ How DeepStream pipelines are built and deployed
→ How to process multiple video streams at once
→ How to connect inputs and outputs in a real system
learn.nvidia.com/courses/course…
Building a Brain in 10 Minutes
A quick, hands-on way to understand how neural nets learn, inspired by biology.
What you’ll learn:
→ The basic mechanics of neural network learning
→ How neuron-style models are trained
→ Practical TensorFlow 2 exercises you can follow along with
learn.nvidia.com/courses/course…
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