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ME 453

Data Science in Manufacturing Quality Control

University of Illinois Urbana-Champaign 3-4 credits Mechanical Engineering

Course Description

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); design of experiments. 3 or 4 undergraduate hours. 3 or 4 graduate hours. Prerequisite: ME 270; either IE 300 or STAT 400; either MATH 257 or MATH 415.

Code
ME 453
Credits
3-4
Subject
Mechanical Engineering

Programs That Include This Course

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