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