The curriculum

Four levels, taken in order.

Nothing to install at any level. Level 1 needs no code, and each one after it adds a single new idea.

  1. Level 1

    How AI works, and how to use it

    Use one properly in the first ten minutes, then find out what it is doing and where it goes wrong.

    AI literacy, zero code≈ 5 hoursA web browser15 readings9 exercises2 quizzes
    Open Level 1
  2. Level 2

    Train your first model

    Build an image classifier from your own photos in half an hour. Spend the rest of the level finding out where it breaks and fixing it.

    Training a model, zero code≈ 5 hoursThe image lab beside each article10 readings6 exercises2 quizzes
    Open Level 2
  3. Level 3

    Build things with AI

    Four working programs, all in one workspace: a text classifier, a webcam recogniser, a language model, and a model that predicts from a table.

    Programming and AI with blocks≈ 10 hoursThe block workspace on this site13 readings8 exercises2 quizzes
    Open Level 3
  4. Level 4

    Python, and your own handwritten digit classifier

    Enough Python to train a model, a digit classifier you built yourself, and the writeup that proves it works.

    Python, digit recognition, and neural networks≈ 13 hoursPython and training in the article20 readings10 exercises2 quizzes
    Open Level 4