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ARTIFICIAL INTELLIGENCE · A FIELD GUIDE

Learn machine learning
by trying it.

Make predictions, train small models, and discover when they fail. Build your understanding one experiment at a time.

Choose an AI course

No coding required for the guided introduction. Free, in your browser.

Choose your AI course

Choose a course, review its units, then open a lesson. Experiments live inside the lessons they explain.

COURSE 1

Neural Networks

Understand inputs, weights, predictions and learning. Follow the units from your first neuron to testing a network.

View course
COURSE 2

Build AI Systems

Connect models, planning and agents into systems you can test and explain.

View course

Choose a learning path

Start with understanding and decisions, build software, or explore research. You can change paths and skip familiar topics.

Choose your AI goal

Find the mathematics you need

Use worked examples and interactive practice alongside each AI course. Return to your experiment when you are ready.

Mathematics for AI courses

For a quick recap, open the optional math refreshers.