Machine learning, deep learning, and modern AI, from first concepts to practice.
5 resources
The University of Helsinki and MinnaLearn's famous free introduction to what AI is and is not — no math or programming required, available in 26 languages including French.
Grant Sanderson's beautifully animated video series building neural networks and gradient descent from visual intuition — free to watch, a legendary starting point.
Google's fast-paced practical introduction to machine learning with video lectures, visualizations and hands-on exercises; site content published under a Creative Commons BY 4.0 license.
Refined machine learning cheat sheets for Stanford's CS 229 — supervised, unsupervised, deep learning — by Afshine and Shervine Amidi, MIT-licensed with official French translations.
Free courses on NLP, LLMs, diffusion models and reinforcement learning from Hugging Face, with open-source course materials released under the Apache 2.0 license.