Neural networks, the sophisticated architectures of artificial intelligence, have transformed fields from image recognition. Yet, their decision-making processes remain a cryptic black box. This article aims to shed light on these neural networks, exploring their framework and how they learn. We'll venture into the layers of a neural network, under