COURSE

MSSM5004

Introduction to Statistical Learning for Smart Manufacturing

Systems Hub / MSSM Subject Area · 3 Credits

This course focuses on the sensing and data analytics techniques for modeling, monitoring, and optimization of advanced manufacturing processes. The techniques introduced in this course can find wide applications in manufacturing industries such as ship/fuselage assembly process. This course will provide the students with understanding of the fundamental and advanced data analytics and statistical learning methodologies, and the ability of formulating and solving real problems with the appropriate modeling strategies and statistical principles.