Chain Rule | Deep Learning Tutorial 15 (Tensorflow2.0, Keras & Python)


This video gives a very simple explanation of a chain rule that is used while training a neural network. Chain rule is something that is covered when you study differential calculus. Now don't worry about not knowing calculus, the chain rule is rather a simple mathematical concept. As a prerequisite of this video please watch my video on derivative in this sample deep learning series (link of entire series is below). It is even better if you watch this entire series step by step so that you have your foundations clear when you are watching this video.

Next Video: https://www.youtube.com/watch?v=9SdLOcGnebU&list=PLeo1K3hjS3uu7CxAacxVndI4bE_o3BDtO&index=16
Previous video: https://www.youtube.com/watch?v=IU5fuoYBTAM&list=PLeo1K3hjS3uu7CxAacxVndI4bE_o3BDtO&index=14

Deep learning playlist: https://www.youtube.com/playlist?list=PLeo1K3hjS3uu7CxAacxVndI4bE_o3BDtO
Machine learning playlist : https://www.youtube.com/playlist?list=PLeo1K3hjS3uvCeTYTeyfe0-rN5r8zn9rw 

Khan academy video on chain rule: https://www.youtube.com/watch?v=0T0QrHO56qg

Prerequisites for this series:  
   1: Python tutorials (first 16 videos): https://www.youtube.com/playlist?list=PLeo1K3hjS3uv5U-Lmlnucd7gqF-3ehIh0   
   2: Pandas tutorials(first 8 videos): https://www.youtube.com/playlist?list=PLeo1K3hjS3uuASpe-1LjfG5f14Bnozjwy
   3: Machine learning playlist (first 16 videos): https://www.youtube.com/playlist?list=PLeo1K3hjS3uvCeTYTeyfe0-rN5r8zn9rw