Neural networks, the intricate systems of artificial intelligence, have advanced fields from natural language processing. Yet, their decision-making processes remain a cryptic black box. This article aims to penetrate the depths these neural networks, exploring their structure and how they learn. We'll journey through the layers of a neural network