Deep Learning Architectures and Applications

Deep Learning has revolutionized Artificial Intelligence by enabling machines to learn complex patterns from massive datasets. This article examines the architectures of Convolutional Neural Networks (CNNs), Recurrent Neural Networks (RNNs), and Transformers, highlighting their applications in healthcare, education, and sustainability. It emphasizes the leadership role in adopting these technologies responsibly, ensuring ethical innovation, and fostering inclusive digital futures.