Deep learning architectures have propelled us into a new era of artificial intelligence, yet their inner workings often remain shrouded in mystery. Like complex engines, these neural networks consist of intricate layers of nodes that process information in a way that is both powerful and unfathomable. To truly harness the potential of deep learning