Neural networks, the sophisticated architectures of artificial intelligence, have transformed fields from image recognition. Yet, their functional mechanisms remain a elusive black box. This article aims to penetrate the depths these neural networks, exploring their structure and the process of training. We'll journey through the layers of a neural