Elements of AI: Introduction to AI
University of Helsinki & MinnaLearn
Last updated October 20, 2026
Elements of AI: Introduction to AI is a free online course that explains what artificial intelligence is and what it is not, with no programming required. Built by the University of Helsinki and MinnaLearn, it takes complete beginners through the core ideas behind modern AI: how machines learn from data, where AI is useful, where it falls short, and what its growing role means for society. It is self-paced and written in plain language for non-technical readers.
Part 1 of 2 in Elements of AI
- Elements of AI: Introduction to AI (you are here)
- Elements of AI: Building AI
What you'll learn
- What the term "AI" covers, and how to tell a real capability from hype
- How machines make predictions and decisions by learning from data
- The basics of machine learning and neural networks, explained without heavy math
- Where AI already shows up in everyday life, and the limits of what it can do
- How to think clearly about AI's impact on jobs, fairness, and society
Frequently asked questions about Elements of AI: Introduction to AI
Who is Elements of AI: Introduction to AI for?
Complete beginners and non-technical readers who want to understand what AI is. No background in technology or math is needed.
Is Elements of AI: Introduction to AI free?
Yes — Elements of AI: Introduction to AI is completely free to take.
What are the prerequisites for Elements of AI: Introduction to AI?
None; no programming required.
Does Elements of AI: Introduction to AI offer a certificate?
Yes. Free certificate on completion. Optional university credits (2 credits under the European Credit Transfer and Accumulation System, ECTS) can be registered free of charge through the University of Helsinki Open University; registration requires Finnish strong electronic identification.
Why we suggest this course
It has run since 2018. It assumes no technical background and keeps the math light, so it suits a reader starting from nothing.