Neural networks, the sophisticated architectures of artificial intelligence, have advanced fields from natural language processing. Yet, their decision-making processes remain a cryptic black box. This article aims to shed light on these neural networks, exploring their framework and their learning algorithms. We'll journey through the layers of a