115年第1學期-1039 Deep Learning 課程資訊

教育目標

This course aims to equip students with the core theories and practical applications of deep learning. Students will understand the mathematical foundations and mechanisms of neural networks, explore mainstream model architectures, and develop hands-on skills to build, train, and optimize models using leading frameworks. Ultimately, students will be able to apply deep learning technologies to fields such as computer vision and natural language processing to solve complex real-world problems.