Neural networks, the complex systems of artificial intelligence, have transformed fields from autonomous driving. Yet, their inner workings remain a elusive black box. This article aims to uncover the secrets of these neural networks, exploring their structure and the process of training. We'll embark on the layers of a neural network, understandin