Deep neural networks have emerged as a transformative force in artificial intelligence. These complex structures, inspired by the human brain, comprise multiple layers Cognitive Computing of interconnected nodes that analyze vast amounts of data. Through repetitive training processes, deep neural networks acquire the ability to identify patterns an