Neural networks, the sophisticated architectures of artificial intelligence, have revolutionized fields from autonomous driving. Yet, their inner workings remain a puzzling black box. This article aims to uncover the secrets of these neural networks, exploring their structure and their learning algorithms. We'll venture into the layers of a neural