Backpropagation Part 1
In this video, I discuss the backpropagation algorithm as it relates to supervised learning and neural networks.
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.
- Editing
by Mathieu Blanchette
- Animations
by Jason Heglund