Machine learning, deep learning, and modern AI, from first concepts to practice.
4 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.
A free, open-source interactive deep learning book with runnable code in PyTorch, JAX and TensorFlow, by Aston Zhang and colleagues — adopted at 500+ universities.