TensorCore.si Learning Paths
Learn AI hardware,
from zero to expert
Free, structured courses that take you from "what is a GPU?" to how frontier AI is trained and where superintelligence may lead. Every lesson builds on the last, with interactive simulators along the way. Your progress is saved in your browser.
Recommended order
New to the topic? Take the courses in this order. Already know the basics? Jump straight in.
Courses
Click "Lessons" to see every lesson. Lessons tick off automatically when you reach the end, or mark them yourself.
Practise what you learn
Hands-on tools, games and references that pair with the courses.
Challenge & certificateSolve Tensor Core maths problems and earn a free certificate.Learning gamesLearn GPU and AI concepts by playing.Interactive simulatorsAttention, inference, roofline and sampling, with mouse and keyboard.Programming language library60+ languages A–Z, each with how to build AI and agents.LLM VRAM calculatorCheck whether a model fits on your GPU.Training cost calculatorEstimate time and cost to train a model.GPU specs databaseCompare AI chips side by side.GlossaryEvery term used on the site, explained simply.
How to learn here
Follow one course at a time. Lessons are ordered so each one uses ideas from the one before.
Read the short answer first. Every lesson opens with a summary box; the rest goes deeper.
Use the simulators. When a lesson links to a simulator, try it. Seeing the numbers move makes ideas stick.
Test yourself. Finish with the challenge and earn a certificate to show what you know.