Neural networks, the intricate architectures of artificial intelligence, have transformed fields from autonomous driving. Yet, their inner workings remain a elusive black box. This article aims to shed light on these neural networks, exploring their framework and how they learn. We'll embark on the layers of a neural network, interpreting the role