Neural networks, the intricate architectures of artificial intelligence, have transformed fields from natural language processing. Yet, their inner workings remain a cryptic black box. This article aims to shed light on these neural networks, exploring their structure and their learning algorithms. We'll journey through the layers of a neural netwo