Neural networks, the complex systems of artificial intelligence, have revolutionized fields from autonomous driving. Yet, their functional mechanisms remain a elusive black box. This article aims to shed light on these neural networks, exploring their structure and how they learn. We'll embark on the layers of a neural network, interpreting the rol