Neural networks, the intricate designs of artificial intelligence, have revolutionized fields from image recognition. Yet, their functional mechanisms remain a cryptic black box. This article aims to uncover the secrets of these neural networks, exploring their framework and the process of training. We'll venture into the layers of a neural network