Deep neural networks are emerging as a transformative force in artificial intelligence. These complex designs, inspired by the human brain, feature multiple layers of interconnected nodes that analyze vast amounts of data. Through iterative training processes, deep neural networks develop the ability to identify patterns and make precise prediction