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Courses - Spring 2025
ENME
Engineering, Mechanical Department Site
Open Seats as of
11/30/2024 at 04:30 PM
ENME437
(Perm Req)
Data Science in Manufacturing Quality Control
Credits: 3
Grad Meth: Reg, P-F, Aud
Prerequisite: A grade of C- or higher in ENME202 and ENME392.
Restriction: Permission of ENGR-Mechanical Engineering department.
Jointly offered with: ENME697.
Credit only granted for: ENME437 or ENME697.
Introduces manufacturing quality management in the big data era. Students will learn quality improvement philosophies, statistical modeling of process quality (statistical process control and control charts), and measurement system analysis (gauge repeatability and reproducibility). Students will also explore the application of machine learning towards quality prediction and classification of manufactured products, and understand the limitations of applied supervised and unsupervised machine learning in the realm of manufacturing quality control.