aegeorge42 / aegeorge42.github.io

An interactive guide to neural networks.

Neural Networks from Scratch

Playable at aegeorge42.github.io

The goal of this project was to create an interactive guide to neural networks for beginners. It's covered under a Creative Commons Zero license, so feel free to share or use wherever! (if this made its way into a classroom, I'd be so thrilled)

I had to learn about neural networks in tandem with making this project. Here's the resources that were most helpful for me:

• 3Blue1Brown's video series
• Neural Networks and Deep Learning (Michael Nielson)
• Google Tensorflow Playground
• Matt Mazur's backpropogation example
• The Evolution of Trust (Nicky Case)
• Pretty much every article at towardsdatascience.com with the keyword "neural network"