Neural networks, the sophisticated architectures of artificial intelligence, have revolutionized 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 structure and their learning algorithms. We'll embark on the layers of a