Online Course Catalog

ME 453 - Data Science in Manufacturing Quality Control

Fall 2020

Data Sci in Mfg Quality CntrlDSG73109OLC31300 - 1420 M W    Chenhui Shao
Yuhang Yang
Data Sci in Mfg Quality CntrlDSU73108OLC31300 - 1420 M W    Chenhui Shao
Yuhang Yang
Data Sci in Mfg Quality CntrlONL73424ONL4 -    Chenhui Shao
Yuhang Yang

Course Description

This course covers manufacturing quality management in the big data era; quality improvement philosophies; statistical modeling of process quality; inferences about quality; statistical process control; control charts; machine learning and applications in quality engineering; quality classification/prediction with machine learning; design and implementation of quality monitoring systems based on supervised learning; measurement system analysis (gage R&R study); and design of experiments.

Credit Hours

3 or 4 hours


Subject Area

  • Mechanical Science and Engineering