Machine Learning and Deep Learning

Course Code: AIGC 5002

Academic Year: 2025-2026

"In this course, students learn essential machine learning algorithms and understand the capabilities, challenges, and effects of deep learning applications. Students begin by learning the fundamental of machine learning and studying discriminative models like linear discriminant, regression algorithms, and support vector machine. By the end, student learn how to build, train, and apply fully connected neural networks and demonstrate their knowledge by implementing practical machine learning and deep learning models."