ME 453 - Data Science in Manufacturing Quality Control
Last offered Fall 2022
- Mechanical Science and Engineering
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