Neural networks, the intricate systems of artificial intelligence, have advanced 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 their learning algorithms. We'll embark on the layers of a neural network, interpretin