Deep neural networks have emerged as a transformative force in artificial intelligence. These complex structures, inspired by the human brain, feature multiple layers of interconnected nodes that process vast amounts of data. Through ongoing training processes, deep neural networks learn the ability to identify patterns and make accurate prediction