Online Course Catalog
ME 453 - Data Science in Manufacturing Quality Control
Fall 2024
| Title | Section | CRN | Type | Hours | Times | Days | Location | Instructor |
|---|---|---|---|---|---|---|---|---|
| Data Sci in Mfg Quality Cntrl | ONL | 73424 | ONL | 3 | - | Ricardo Toro Santamaria James Nam Sam Wilson | ||
| Data Sci in Mfg Quality Cntrl | ZJ1 | 78784 | ONL | 3 | - | Ricardo Toro Santamaria |
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