In this video, I begin implementing the backpropagation algorithm in my simple JavaScript neural network library.
Course materials for my Intelligence and Learning class.
Reference book by Tariq Rashid
Documentation for Tensorflow.js (formerly deeplearn.js).
Wikipedia entry on the sigmoid function.
My tutorial on the mathematics behind Linear Regression with Gradient Descent.
Videos by 3Blue1Brown on linear algebra.
Videos by 3Blue1Brown that explain the basics of neural networks.
Video by 3Blue1Brown that explains how neural networks learn.
by Mathieu Blanchette
by Jason Heglund