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