Neural networks, the sophisticated designs of artificial intelligence, have revolutionized fields from natural language processing. Yet, their functional mechanisms remain a cryptic black box. This article aims to penetrate the depths these neural networks, exploring their structure and their learning algorithms. We'll embark on the layers of a neu