Neural networks, renowned for their capacity to interpret complex data, have become a pillar of modern artificial intelligence. However, their complex design often lies as a enigma, leading to the common "black box" {phenomenon|. For those seeking to grasp the inner mechanisms of these powerful systems, a journey into their depths is essential.

Neural networks, the sophisticated systems of artificial intelligence, have advanced fields from image recognition. Yet, their inner workings remain a puzzling black box. This article aims to penetrate the depths these neural networks, exploring their framework and their learning algorithms. We'll journey through the layers of a neural network, int