Neural networks, renowned for their ability to process complex data, have become a cornerstone of modern AI. However, their intricate architecture often remains as a puzzle, leading to the proverbial "black box" {phenomenon|. For those aiming to understand the inner operations of these powerful systems, a exploration into their heart is crucial.

Neural networks, the intricate systems of artificial intelligence, have advanced fields from image recognition. Yet, their inner workings remain a puzzling black box. This article aims to uncover the secrets of these neural networks, exploring their structure and their learning algorithms. We'll embark on the layers of a neural network, interpretin