Teach a robot. Learn machine learning.

Start from zero and finish as an expert, one small step at a time. Free, and no maths or code needed to begin.

size →yellowness →
limelemonGradie's rule

This is Gradie learning right now: it moves its purple line until every lemon and lime is on the right side. By lesson 2 you'll know exactly how.

Three ways machines learn

Everything in machine learning grows from these three ideas. The course has a whole module on each.

Supervised learning

Learn from examples that come with answers, like photos labelled “cat” or “dog”.

Module 4

Unsupervised learning

Find groups and patterns in data that has no answers at all.

Module 8

Reinforcement learning

Learn by trial and error, chasing a reward, like a game player.

Module 13

How every lesson works

  1. 1

    Watch a short video or animation that shows the idea.

  2. 2

    Try it yourself, one step at a time, with Gradie.

  3. 3

    Play freely in a lab where you can break things.

  4. 4

    Check what you learned with a quick quiz.

113 short lessons, from what is machine learning? to the transformers inside ChatGPT, image generators and today's AI agents.