Neural networks, the intricate architectures of artificial intelligence, have revolutionized fields from image recognition. Yet, their functional mechanisms remain a cryptic black box. This article aims to penetrate the depths these neural networks, exploring their framework and how they learn. We'll embark on the layers of a neural network, deciph