Backpropagation, intuitively | Deep Learning Chapter 3

Video Description

What's actually happening to a neural network as it learns? Help fund future projects: https://www.patreon.com/3blue1brown An equally valuable form of support is to simply share some of the videos. Special thanks to these supporters: http://3b1b.co/nn3-thanks Written/interactive form of this series: https://www.3blue1brown.com/topics/neural-networks And by CrowdFlower: http://3b1b.co/crowdflower Home page: https://www.3blue1brown.com/ The following video is sort of an appendix to this one. The main goal with the follow-on video is to show the connection between the visual walkthrough here, and the representation of these "nudges" in terms of partial derivatives that you will find when reading about backpropagation in other resources, like Michael Nielsen's book or Chis Olah's blog. Video timeline: 0:00 - Introduction 0:23 - Recap 3:07 - Intuitive walkthrough example 9:33 - Stochastic gradient descent 12:28 - Final words Thanks to these viewers for their contributions to translations Звуковая дорожка на русском языке: Влад Бурмистров. Italian: @teobucci Vietnamese: CyanGuy111