Neural networks, the intricate designs of artificial intelligence, have revolutionized fields from autonomous driving. Yet, their functional mechanisms remain a puzzling 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 network, int