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've never coded
No code yet? Good. Your first AI course should teach ideas in plain words, and syntax can wait.
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
KaggleFree certificate
Kaggle Learn: Python
Kaggle's 7-lesson Python course takes about 5 hours, costs nothing and pairs every lesson with an exercise notebook. Kaggle gives a free completion certificate.
never codedpython
What should you skip for now?
- Practical Deep Learning for Coders
Assumes you're already comfortable writing Python.
Want the full route?
- AI learning path for non-coders
Explain how modern AI works and use it well at work
Questions people ask
Will I fall behind if I never learn to code?
No. Plenty of AI careers involve strategy, product and ethics work with no code at all.
Should I still try Python eventually?
Only if you want to build things yourself. It's not required to understand or use AI well.
Want a step-by-step plan?
Learning paths line up the right courses in order, with a project after each one.