Neural networks, the sophisticated systems of artificial intelligence, have advanced fields from image recognition. Yet, their inner workings remain a elusive black box. This article aims to penetrate the depths these neural networks, exploring their framework and how they learn. We'll embark on the layers of a neural network, deciphering the role