SPECIAL TOPIC SEMINAR: MACHINE LEARNING

Catalog description

This course introduces machine learning that is one of the essential subfields of artificial intelligence, focusing on data mining application. Topics include data manipulation, neural networks, tree-based models, and optimization algorithms. Students will learn how to program in R and complete a capstone project which requires for students to define research questions and apply machine techniques with real dataset. The deliverables of this seminar course will be a presentation and an IEEE formatted paper.