Neural networks, the intricate systems of artificial intelligence, have advanced fields from autonomous driving. Yet, their inner workings remain a puzzling black box. This article aims to shed light on these neural networks, exploring their framework and the process of training. We'll embark on the layers of a neural network, deciphering the role