Neural networks, the sophisticated architectures of artificial intelligence, have advanced fields from autonomous driving. Yet, their decision-making processes remain a cryptic black box. This article aims to uncover the secrets of these neural networks, exploring their framework and their learning algorithms. We'll embark on the layers of a neural