This course will teach you the foundational ideas of how neural networks work, and how you can build one from scratch. This is the first course in the "From Scratch" series.

This course will teach you how backpropagation works by building a tiny backpropagation engine from scratch, then using it to train a neural network. This is the second course in the "From Scratch" series.

This course will teach you how to take a working neural network and make it learn faster, generalize better, and train more reliably. This is the third course in the "From Scratch" series.