Online Course Catalog
ME 453 - Data Science in Manufacturing Quality Control
Fall 2020
| Title | Section | CRN | Type | Hours | Times | Days | Location | Instructor |
|---|---|---|---|---|---|---|---|---|
| Data Sci in Mfg Quality Cntrl | DSG | 73109 | OLC | 3 | 1300 - 1420 | M W | Chenhui Shao Yuhang Yang | |
| Data Sci in Mfg Quality Cntrl | DSU | 73108 | OLC | 3 | 1300 - 1420 | M W | Chenhui Shao Yuhang Yang | |
| Data Sci in Mfg Quality Cntrl | ONL | 73424 | ONL | 4 | - | 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