Neural networks, the intricate architectures of artificial intelligence, have transformed fields from image recognition. Yet, their inner workings remain a puzzling black box. This article aims to uncover the secrets of these neural networks, exploring their structure and how they learn. We'll embark on the layers of a neural network, interpreting