Start with a clear explanation.
Meet a practical question before exploring specialist terms or technical detail.
Open learning / Artificial intelligence
Understand AI.
Use it with purpose.
Find out how AI works, try its building blocks and judge when it helps. Small experiments. Practical choices. Clear explanations for everyday work and social impact.
Free to explore · No code needed to start · Your pace
What changes when you add context?
Prompt
Write an update for our volunteers.
Illustrative response
Hello team! We have some exciting updates to share. Thank you for all your hard work. Stay tuned for more details about our next session.
The request leaves out the change, the audience's next step and the facts the message needs.
Both responses are examples written by us, not live AI output. Real responses vary; a clearer prompt still needs a fact check.
Try the full prompting lesson12 interactive lessons
1 learning path
0 installs to get started
Original examplesfor work that helps people
Start with a useful task
A better question.
A more useful result.
Could AI help a community team find evidence, prepare an update or organise information? Begin with the task, then explore what the technology can do and where people need to stay in control.
You will move from the ideas behind language models to search, agents, evaluation and responsible use. The experiments run in your browser.
Curious about data and predictions? Try Learn ML ↗Your learning path
One idea. One experiment.
One step forward.
Follow the lessons in order, or return to the idea you need.
0 of 12 lessons completed
Start lesson 1 ↗
12 lessons · About 3 hours · No coding required
One learning path for everyone. Each lesson includes an optional Go deeper section with technical detail, code or further reading.
Progress is saved only in this browser. A lesson completes when you have tried its activities and answered its questions.
How you will learn
Learn it. See it. Try it.
Try the idea for yourself.
Change an input, inspect what happens and consider what the example cannot show.
Decide what helps.
Check understanding, question the result and apply the idea to work that matters.
Put it together
From a small idea
to a useful project.
Visit the optional project lab for practical walkthroughs, or use the later lessons to choose tools, review a process and plan checks before using AI in your team.
Credits and further reading
Good material.
A clear next step.
We write our own lessons and examples, and credit the educators, researchers and open-source communities whose work informs them. Linked resources have their own terms and licences.
Browse the resource library ↗Questions and ideas welcome
Stuck, curious, or want to help?
Ask about a lesson, suggest an improvement or collaborate with us on a real project for a charity or research team.