Neural networks, the intricate designs of artificial intelligence, have transformed fields from image recognition. Yet, their functional mechanisms remain a puzzling black box. This article aims to penetrate the depths these neural networks, exploring their organization and the process of training. We'll embark on the layers of a neural network, un