Neural networks, the sophisticated architectures of artificial intelligence, have transformed fields from autonomous driving. Yet, their inner workings remain a cryptic black box. This article aims to uncover the secrets of these neural networks, exploring their framework and how they learn. We'll journey through the layers of a neural network, und