Understand the Maths behind Backpropagation in Neural Networks. In this video, we will derive the equations for the Back Propagation in Neural Networks.

In this video, we are using using binary classification. In the next video, we will see the Backpropagation in Neural Networks with for mulit-class classification

This video, will be superhelpful for implementing Neural Networks in python.

Timestamps:
0:00 - Video Agenda
1:30 - Important Shapes and Equations
4:25 - Derivative of Loss function w.r.t W3
12:00 - Derivative of Loss function w.r.t W2
16:08 - Derivative of Loss function w.r.t W1
18:33 - Summary



This is Your Lane to Machine Learning



Complete Neural Networks Playlist : https://www.youtube.com/watch?v=mlk0rddP3L4&list=PLuhqtP7jdD8CftMk831qdE8BlIteSaNzD&t=0s

Download the pdf notes for this video - https://drive.google.com/file/d/1QP64p8MGBfTHwucKCRFJxTRHfHdl9JLU/view?usp=sharing

Learn Differential Calculus - https://www.youtube.com/watch?v=WUvTyaaNkzM&list=PL0-GT3co4r2wlh6UHTUeQsrf3mlS2lk6x&t=0s



Subscribe to my channel, because I upload a new Machine Learning video every week : https://www.youtube.com/channel/UCJFAF6IsaMkzHBDdfriY-yQ?sub_confirmation=1