Neural networks, the complex architectures of artificial intelligence, have advanced fields from image recognition. Yet, their functional mechanisms remain a cryptic black box. This article aims to shed light on these neural networks, exploring their structure and how they learn. We'll journey through the layers of a neural network, understanding t