Neural networks, the sophisticated designs of artificial intelligence, have revolutionized fields from autonomous driving. Yet, their decision-making processes remain a elusive black box. This article aims to shed light on these neural networks, exploring their organization and their learning algorithms. We'll embark on the layers of a neural netwo