Neural networks, the sophisticated designs 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 framework and the process of training. We'll venture into the layers of a neural network, und