Batch Normalization Explained | Why It Works in Deep Learning

In this video, we dive into Batch Normalization in deep learning, unpacking not just how batch normalization works but also why it works. Batch Normalization has become one of the most influential techniques in training deep neural networks and convolutional neural networks (CNNs). But what is Batch Normalization in neural networks, and what makes it so effective? We start with the motivation, why normalizing inputs to a neural network matters, and how it improves learning by stabilizing and reshaping the optimization landscape. From there, we explore the internal mechanics of the Batch Norma…