Neural networks, the intricate architectures of artificial intelligence, have revolutionized fields from natural language processing. Yet, their functional mechanisms remain a cryptic black box. This article aims to uncover the secrets of these neural networks, exploring their structure and the process of training. We'll embark on the layers of a n