Neural networks, the sophisticated designs of artificial intelligence, have revolutionized fields from natural language processing. Yet, their decision-making processes remain a puzzling black box. This article aims to penetrate the depths these neural networks, exploring their organization and the process of training. We'll embark on the layers of