Convolutional Neural Networks 

Digital Images Overview

Image as a Function

Edge as a Feature

Digital Noise

Convolution Process

Introduction to Pooling

CNN Theoretical Concepts

Data Augmentation

Weight Initialization

Regularization and Dropout

Demo on CNNs

What is Batch Normalization

Introduction to Convolution Process of CNN

Introduction of Batch Normalization

How does Batch Normalization work?

When and how to use Batch Normalization?

How to evaluate Batch Normalization results?

Regularization and Normalization in Batch Normalization

Why is this Method so important?

What is the side effects of Batch Normalization?

Advantages of using Batch Normalization

Summary of Batch Normalization