Neural networks, the intricate systems of artificial intelligence, have revolutionized fields from autonomous driving. Yet, their decision-making processes remain a cryptic black box. This article aims to Natural Language Processing (NLP) shed light on these neural networks, exploring their organization and the process of training. We'll journey th