Deep Learning
Neural networks from the ground up, through CNNs, RNNs and transformers.
Beginner
Start here. No background needed beyond school maths.
Artificial Intelligence for Beginners
Microsoft's 12-week, 24-lesson curriculum covering symbolic AI, neural networks, computer vision and NLP with TensorFlow and PyTorch.
Microsoft
But What Is a Neural Network?
The first chapter of 3Blue1Brown's series: a neural network that reads handwritten digits, explained piece by piece.
3Blue1Brown
Gradient Descent, How Neural Networks Learn
Chapter 2 of 3Blue1Brown's series: what it means for a network to learn and how gradient descent does it.
3Blue1Brown
Kaggle Learn: Intro to Deep Learning
Build and train neural networks with Keras: stochastic gradient descent, overfitting, dropout and batch normalisation.
Kaggle
Neural Networks (3Blue1Brown)
The best-known visual introduction to how neural networks learn, from neurons and layers to backpropagation and transformers.
3Blue1Brown
The Essential Main Ideas of Neural Networks
Opens up a tiny neural network and shows what each part does using simple numbers instead of heavy maths.
StatQuest with Josh Starmer