Elements of AI
A free introduction to what AI is, what it can and can't do, and how it affects society. No maths or programming needed.
University of Helsinki & MinnaLearn
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5 results for “fundamentals” · Beginner level
A free introduction to what AI is, what it can and can't do, and how it affects society. No maths or programming needed.
University of Helsinki & MinnaLearn
A foundational course on supervised and unsupervised learning, recommender systems and practical ML advice.
DeepLearning.AI & Stanford (Coursera)
Short, interactive modules covering regression, classification, data preparation and neural networks.
Google for Developers
3Blue1Brown's animated series on how neural networks, gradient descent, backpropagation and transformers work.
3Blue1Brown
Hands-on notebooks covering API fundamentals, prompt engineering, real-world prompting, evaluations and tool use.
Anthropic on GitHub