Neural networks, the sophisticated designs of artificial intelligence, have revolutionized fields from natural language processing. Yet, their functional mechanisms remain a elusive black box. This article aims to shed light on these neural networks, exploring their framework and their learning algorithms. We'll venture into the layers of a neural