Hands-on AI courses from NVIDIA and Nebius Academy
Nebius Academy and NVIDIA are collaborating to develop and host courses for people who build with AI. Every exercise runs on Nebius infrastructure, so you can learn and deploy in production on the same stack.
Courses built with NVIDIA
Agentic AI Builder, built by Nebius and NVIDIA engineers, is live on Nebius Academy. More courses to follow later in 2026.
NVIDIA Open Source Courses
Nebius Academy will host select open source courses from NVIDIA catalog. Fundamentals of Deep Learning is live, self-paced, and starts with working code.
GTC Berlin workshops
Two full-day workshops in Berlin on 16 and 20 October, both running on Nebius compute and infrastructure.
Courses on Nebius Academy
Three self-paced courses, free to take.
Agentic AI Builder
Build one production-ready research agent and follow it across models, tools, orchestration, context management, and evaluation. Runs on Nebius Token Factory with NVIDIA Nemotron models, NVIDIA OpenShell, and Tavily search.
Built by Nebius and NVIDIA engineers • About 4 hours • Free
Fundamentals of Deep Learning
Start with working code. Train neural networks for computer vision and natural language processing, work with common data types and model architectures, then apply data augmentation and transfer learning to get more from less data and compute.
Created by NVIDIA, hosted on Nebius Academy • Self-paced • Free
Physical AI
Train and run physical AI models: simulation, data collection, training, inference, and deployment. Move from generating and testing data in simulation to training and running models, on Nebius Physical AI Workbench and NVIDIA Isaac Lab.
Self-paced • Opens later in 2026
Learn on the full stack
NVIDIA and Nebius Academy collaborate on the curriculum materials to leverage their industry-leading expertise: NVIDIA’s mastery of developing open-weight models, the agent runtime, and the simulation tooling; Nebius’s command of managed inference and the GPU cloud underneath.
Every exercise then runs on Nebius AI Cloud and Nebius Token Factory rather than a sandbox, so you finish the course already knowing the platform you will deploy to.
Artem Elmuratov — Director, Science and Education, Nebius
“AI education needs to stay close to the way developers actually work. Nebius Academy brings together NVIDIA’s industry-leading expertise and technologies with Nebius infrastructure, giving learners hands-on experience of how data, models, software, and compute behave as one system, and enabling them to build projects that hold up beyond a demo.”
Jacob Liberman — Director, DLI, NVIDIA
“The Nebius collaboration opens new doors for our learners. Developers are builders at heart. Learning and building in a single environment gives our developers an easy path from concept to production.”
What you build with
Every tool below is in the courses today or arrives with Physical AI. You work with the same products the Nebius and NVIDIA teams ship.
From Nebius
Nebius Token Factory — managed inference for open-weight models. Powers Agentic AI Builder.
Nebius AI Cloud — GPU compute behind both GTC Berlin workshops.
Nebius Physical AI Workbench — simulation-to-deployment tooling for Physical AI.
From NVIDIA
NVIDIA Nemotron — open models for building specialized agents.
NVIDIA OpenShell — an open-source, secure runtime that governs agent execution and action.
NVIDIA Isaac Lab — open-source, agent-ready simulation framework for robot learning.
Two workshops at Berlin, both on Nebius compute
Two full days in Berlin this October, hands on keyboards from the first hour. You build on the same GPU infrastructure Nebius runs in production, with the engineers who built it in the room.
Workshops on inference, physical AI, and post-training
A full day at the Volkswagen Drive Forum with Nebius engineers: production-grade LLM inference on Nebius Token Factory, physical AI from data augmentation through training to deployment, and post-training. Bring a laptop, leave with running code.
- 16 October 2026, Volkswagen Drive Forum, Berlin
- On-site exam room, if you want to sit a Nebius certification while you are there
AI Model and Application Fundamentals
Process large datasets, fine-tune and evaluate a foundation model, serve it at scale, and work through the scheduling, orchestration, and monitoring behind reliable AI operations. Prepares you for NVIDIA’s associate-level AI Model and Application Development certification.
- 20 October 2026, 8:30–17:00 CEST, GTC Berlin
- Runs on Nebius GPU infrastructure and compute
- Delivered by NVIDIA DLI
Who the courses are for
Engineers who are already building, and want to go deeper on a specific part of the stack.
Start building with NVIDIA and Nebius
New open-source titles from the NVIDIA DLI catalog land on Nebius Academy through 2026. Start with the course that matches what you want to build, and follow Nebius Academy for the next ones.
From Nebius Academy
Nebius Academy is the education and research hub of Nebius: practical training, academic collaboration, and early-career talent. The collaboration with NVIDIA is run by the Academy team, on Nebius infrastructure.
- Explore our training programs for individuals, teams, and universities at the website.
- Validate your skills with a Nebius certification.
- For partnership and course inquiries, contact us at academy@nebius.com.
FAQ
Yes. Agentic AI Builder and Fundamentals of Deep Learning are free to take on Nebius Academy.
Members of the Nebius AI Builder Program also receive a credit bundle from 11 partners for hands-on work.