Neural networks, the complex designs of artificial intelligence, have transformed fields from image recognition. Yet, their inner workings remain a elusive black box. This article aims to penetrate the depths these neural networks, exploring their structure and their learning algorithms. We'll venture into the layers of a neural network, understand