Neural networks, the complex designs of artificial intelligence, have advanced fields from autonomous driving. Yet, their functional mechanisms remain a elusive black box. This article aims to uncover the secrets of these neural networks, exploring their organization and their learning algorithms. We'll embark on the layers of a neural network, dec