Layer Normalization: An Essential Technique for Deep Learning Beginners

Introduction

Deep learning has become one of the most powerful machine learning techniques in recent years. Neural networks are at the heart of deep learning and have shown great performance in various tasks, such as image recognition, speech recognition, and natural language processing. However, training neural networks can be challenging due to issues such as vanishing gradients and overfitting. To address these challenges, normalization techniques have been developed, one of which is layer no...