Deep neural networks represent a revolutionary paradigm in artificial intelligence, enabling machines to master complex patterns and make intricate decisions. These powerful architectures, inspired after the biological brain, consist of units of interconnected neurons. Through intensive training on vast datasets, deep neural networks adapt their we