Neural networks, the intricate systems of artificial intelligence, have revolutionized fields from autonomous driving. Yet, their decision-making processes remain a cryptic black box. This article aims to shed light on these neural networks, exploring their organization and how they learn. We'll embark on the layers of a neural network, interpretin