Neural networks
2017-10-05
4 Episodes
Overview
An overview of neural networks.
Episodes
1. But what is a Neural Network?
2017-10-05
Introduction to neural networks.
2. Gradient descent, how neural networks learn
2017-10-16
The goal of this video is to introduce the idea of gradient descent and to analyze a specific network.
3. What is backpropagation really doing?
2017-11-03
What's actually happening to a neural network as it learns?
4. Backpropagation calculus
2017-11-03
This one is a bit more symbol heavy, and that's actually the point. The goal here is to represent in somewhat more formal terms the intuition for how backpropagation works in part 3 of the series, hopefully providing some connection between that video and other texts/code that you come across later.