Neural networks, the complex systems 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 journey through the layers of a neural net