Neural networks, the sophisticated architectures of artificial intelligence, have transformed fields from natural language processing. Yet, their functional mechanisms remain a elusive black box. This article aims to uncover the secrets of these neural networks, exploring their structure and their learning algorithms. We'll embark on the layers of