Neural networks, the sophisticated systems of artificial intelligence, have advanced fields from autonomous driving. Yet, their functional mechanisms remain a cryptic black box. This article aims to uncover the secrets of these neural networks, exploring their organization and their learning algorithms. We'll journey through the layers of a neural