Deep neural networks harness a revolutionary paradigm in artificial intelligence, enabling machines to learn complex patterns and generate intricate decisions. These advanced architectures, structured after the human brain, consist of nodes of interconnected components. Through intensive training on vast datasets, deep neural networks adapt their w