Visualizing What Batch Normalization Is and Its Advantages

Optimizing your neural network training with Batch Normalization

[Visualizing What Batch Normalization Is and Its Advantages](https://preview.redd.it/dah6fe3kgigc1.png?width=999&format=png&auto=webp&s=a0f8a08ae05cf2989d109ae274b6f65e5cc83002)

# Introduction

Have you, when conducting deep learning projects, ever encountered a situation where the more layers your neural network has, the slower the training becomes?

If your answer is YES, then congratulations, it's time for you to consider using batch normalization now.

# What is Batch Normalization?

As the name suggests, batch normalization is a technique where batched training data, after activation in …

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