NVIDIA Free AI Courses

Your path — GenAI & RAG, fastest useful route

~4 hours (steps 1–4) gets you the mental model; step 5 is the hands-on payoff whose stack mirrors a real Flask + LLM app.

Building a Brain in 10 Minutes

Trivial warm-up — confirms the notebook environment works, gives neural-net intuition.

~10 min · Beginner

Generative AI Explained

Shared vocabulary — transformers, diffusion. Skip if you already know it.

~2 hr · Beginner · no code

Augment your LLM Using RAG

The concept of retrieval-augmented generation before you build it.

~1 hr · Beginner

Introduction to NIM Microservices

How you actually serve a model to a Flask app via an inference endpoint.

~1 hr · Beginner

Building RAG Agents with LLMs — the centrepiece

Highest-value free course for you. LangChain · FAISS · LangServe · FastAPI — maps almost 1:1 onto how you build.

~8 hr · Intermediate · certificate

Agentic AI Explained

Extends RAG into tool-using agents.

~1–2 hr · Beginner

Then breadth, as needed

Even Easier Intro to CUDA · Accelerate Data Science (Zero Code) · AI in the Data Center · Digital Fingerprinting.

optional depth

Accelerated computing & data science

2 free · 2 paid siblings

An Even Easier Introduction to CUDA

The free CUDA on-ramp — your first GPU-accelerated program.

FREE~1 hrBeginner

Accelerate Data Science — Zero Code Changes

Speed up pandas/DataFrames with RAPIDS, no rewrites. The free DS taster.

FREE~1 hrBeginner

Accelerating End-to-End Data Science Workflows

Paid ($90) — this is the one often mistaken for free. Use "Zero Code Changes" instead.

PAID · $908 hr

Fundamentals of Accelerated Computing (CUDA)

The deep CUDA Python / C++ workshops — paid ($90).

PAID · $908 hr

NVIDIA's Free AI Courses

Your path — GenAI & RAG, fastest useful route

Building a Brain in 10 Minutes

Generative AI Explained

Augment your LLM Using RAG

Introduction to NIM Microservices

Building RAG Agents with LLMs — the centrepiece

Agentic AI Explained

Then breadth, as needed

Generative AI · LLMs · RAG

Generative AI Explained

Augment your LLM Using RAG

Building RAG Agents with LLMs ★

Introduction to NIM Microservices

Agentic AI Explained

Intro to Multi-Modal Data Curation

Deep Learning & fundamentals

Building a Brain in 10 Minutes

Getting Started with Deep Learning

Getting Started with AI on Jetson Nano

Federated Learning with NVIDIA FLARE

Fundamentals of Deep Learning

Accelerated computing & data science

An Even Easier Introduction to CUDA

Accelerate Data Science — Zero Code Changes

Accelerating End-to-End Data Science Workflows

Fundamentals of Accelerated Computing (CUDA)

Infrastructure · security · robotics · Omniverse

Introduction to AI in the Data Center

Digital Fingerprinting with Morpheus

A Beginner's Guide to Autonomous Robots

Learn OpenUSD & Omniverse