Batch Normalization - Part 1: Why BN, Internal Covariate Shift, BN Intro

In this video, we dig deeper into “Why do we need Batch Normalization?” And Internal Covariate Shift. Slides: https://drive.google.com/file/d/1tExX... Deep Learning Projects playlist:    • Deep Learning Projects   Neural Networks From Scratch in Python:    • Neural Networks From Scratch in Python   Chapters: 00:00 Introduction 02:52 Issues with NN Training w/o BN 04:00 Internal Covariate Shift 04:28 What are Covariates? 11:13 What is Covariate Shift? 14:54 Internal Covariate Shift in Detail 23:46 Other training issues with ICS 28:15 Input Normalization 31:22 Batch Normalization Overview #Internalcovariateshift, #batchnormalization, #covariance