How machine learning works
What a model actually learns from data, the three main kinds of problem, and why a model that looks perfect often isn't.
A free introduction to AI for non-experts — no programming or complicated maths required.
Created by the University of Helsinki and MinnaLearn to help the general public understand AI, Elements of AI explains what AI is, what it can and cannot do, and how it affects our lives, through short chapters and exercises. It is available in many languages.
glitchdata links to this course; its content, schedule and pricing are set by University of Helsinki & MinnaLearn.
This course is run by University of Helsinki & MinnaLearn. glitchdata describes it and links to it, but doesn't host its lessons — you take it on their site, under their terms.
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What a model actually learns from data, the three main kinds of problem, and why a model that looks perfect often isn't.
Decide where AI genuinely helps, whether to build or buy, how to measure success, and what could go wrong — before anyone writes code.
A non-technical course by Andrew Ng on what AI can and can't do, and how organisations adopt it.