Neural networks, the sophisticated architectures of artificial intelligence, have advanced fields from autonomous driving. Yet, their functional mechanisms remain a puzzling black box. This article aims to uncover the secrets of these neural networks, exploring their framework and how they learn. We'll venture into the layers of a neural network, d