Neural networks, the sophisticated designs of artificial intelligence, have revolutionized fields from image recognition. Yet, their inner workings remain a elusive black box. This article aims to shed light on these neural networks, exploring their structure and their learning algorithms. We'll journey through the layers of a neural network, under