This course, CNN 303: Exploring Deep Learning Architectures, provides a comprehensive introduction to the complex world of deep learning. Students will understand with fundamental concepts like activation functions, and investigate popular architectures such as Generative Adversarial Networks. Through practical exercises and hands-on projects, part