Neural networks, the complex designs of artificial intelligence, have revolutionized fields from image recognition. Yet, their decision-making processes remain a puzzling black box. This article aims to uncover the secrets of these neural networks, exploring their framework and their learning algorithms. We'll venture into the layers of a neural ne