Neural networks, the sophisticated systems of artificial intelligence, have revolutionized fields from image recognition. Yet, their decision-making processes remain a cryptic black box. This article aims to uncover the secrets of these neural networks, exploring their organization and their learning algorithms. We'll journey through the layers of