University of HelsinkiFree certificate
Elements of AI
The gentlest way in: a University of Helsinki course with no code and no maths beyond school level. It takes about 24 to 48 hours and the certificate is free.
never codedai literacy
I'm a teacher
You want to actually understand AI well enough to teach it responsibly, not only use it.
Where should you start?
What comes next?
DeepLearning.AIPaid certificate
AI For Everyone
Andrew Ng's non-technical primer on what AI is good for and how to plan around it at work. It takes 7 hours on Coursera, and the certificate is paid.
never codedai literacy
MicrosoftNo certificate
AI for Beginners
A 24-lesson open curriculum on GitHub covering classic AI, ML and a little deep learning.
some Pythonmachine learningai literacy
What should you skip for now?
- Neural Networks: Zero to Hero
Far more depth than you need for classroom-level understanding.
Want the full route?
- AI learning path for non-coders
Explain how modern AI works and use it well at work
Questions people ask
Is there a course specifically about AI ethics for education?
Not yet in our list. Until one is reviewed, the AI ethics and policy roadmap covers the general principles.
Want a step-by-step plan?
Learning paths line up the right courses in order, with a project after each one.