Neural networks, the intricate designs of artificial intelligence, have revolutionized fields from natural language processing. Yet, their inner workings remain a elusive black box. This article aims to uncover the secrets of these neural networks, exploring their organization and how they learn. We'll journey through the layers of a neural network