Neural networks, the sophisticated systems of artificial intelligence, have revolutionized fields from natural language processing. Yet, their inner workings remain a puzzling black box. This article aims to shed light on these neural networks, exploring their organization and the process of training. We'll journey through the layers of a neural ne