Online Course Catalog
ME 453 - Data Science in Manufacturing Quality Control
|Data Sci in Mfg Quality Cntrl||DSG||73109||OLC||3||1300 - 1420||M W||Chenhui Shao|
|Data Sci in Mfg Quality Cntrl||DSU||73108||OLC||3||1300 - 1420||M W||Chenhui Shao|
|Data Sci in Mfg Quality Cntrl||ONL||73424||ONL||4||-||Chenhui Shao|
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.
3 or 4 hours