ISYE 624 teaches stochastic modeling techniques for systems with uncertainty, focusing on application in logistics, production, and service industries.
Offering recorded · Fall 2026
historical GPA · grades
Spring 2023–Spring 2026 · limited sample← Departments
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Industrial and Systems Engineering
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The department at a glance
All recorded grades average GPA
A / AB grades
letter grades
How grades break down
Grades over time
Red: department · Gray: UW–Madison
About these statistics
GPA and percentages are weighted by recorded letter grades. UW comparisons use the same terms. Cross-listed courses count once within this department and once across UW; department totals should not be added together. Grade counts are not unique students. Offering counts reflect captured records, not a complete historical schedule.
Fall 2026
Recorded this termcourses with offerings
instructors recorded
Grades have not been recorded for this term. Historical results remain in the overview above.
Find your next class
44 coursesHistorical grades cover up to five years through the selected term. Grade sorting prioritizes courses with at least 100 letter grades.
ISYE 699
Advanced Independent Study
1–5 creditsISYE 699 is an advanced independent study course conducted under faculty supervision.
Offering recorded · Fall 2026
historical GPA · grades
Spring 2022–Spring 2026 · limited sampleISYE 702 is a graduate cooperative education program combining classroom theory with practical operations experience for MS students.
Offering recorded · Fall 2026
No recorded grade history
ISYE 790
Master's Research and Thesis
1–9 creditsISYE 790 is a Master's-level course for conducting directed research projects arranged with an instructor.
Offering recorded · Fall 2026
No recorded grade history
ISYE 890
Pre-dissertator's Research
1–9 creditsISYE 890 is a PhD-level course for conducting directed research projects arranged with a faculty advisor.
Offering recorded · Fall 2026
No recorded grade history
A graduate seminar in industrial engineering where topics vary by offering.
Offering recorded · Fall 2026
ISYE 990
Research and Thesis
1–6 creditsISYE 990 is a PhD-level course for conducting directed research projects arranged with a faculty advisor.
Offering recorded · Fall 2026
No recorded grade history
ISYE 999
Advanced Independent Study
1–6 creditsISYE 999 is an advanced independent study course conducted under faculty supervision.
Offering recorded · Fall 2026
No recorded grade history
Introduction to stochastic processes covering Markov chains, point processes, and renewal theory with applications to queueing and branching models.
Offering recorded · Fall 2026
Seppalainen assigns challenging homework that is harder than exams, while Valko uses a grading scheme based on multiple weighted components rather than heavy testing.
historical GPA · grades
Spring 2022–Spring 2026ISYE/ME 510
Facilities Planning
3 creditsISYE/ME 510 teaches facilities planning including plant location, size, time phasing, line balancing, material handling, and layout models.
Offering recorded · Fall 2026
Reviewers rate the difficulty as moderate, with one noting a traditional approach that may require effort to navigate.
historical GPA · grades
Fall 2022–Fall 2025 · limited sampleCovers inspection data, quality control sampling plans, process control charts, and reliability models.
Offering recorded · Fall 2026
Historical reviews of Hantang Qin: Reviewers report varying difficulty levels, with ratings ranging from 1 to 5. The primary concern is the instructor's competence rather than specific workload details.
historical GPA · grades
Spring 2022–Spring 2026Covers cost effectiveness analysis, ROC analysis, and health measurement for evaluating medical technologies and diagnostic tools.
Offering recorded · Fall 2026
historical GPA · grades
Spring 2024–Spring 2025 · limited sampleIntroduction to human factors focusing on human capabilities in system design and operation.
Offering recorded · Fall 2026
Historical reviews of Hannah Silber, John Lee: The course typically requires weekly readings, online quizzes, case study analyses, and group assignments. Students report varying levels of effort, with some finding the workload minimal and others noting strict syllabus adherence.
historical GPA · grades
Spring 2022–Spring 2026Human Factors Engineering course focusing on analysis and design of man-machine systems using human performance models and simulation.
Offering recorded · Fall 2026
Workload is generally low, though some find assignments repetitive busy work or time-consuming, while others note detailed grading criteria and high grades.
historical GPA · grades
Fall 2022–Spring 2026Across course levels
Recorded this termNo released grades for this term.
Recorded offerings over time
Offering snapshots currently cover Fall 2026. Earlier grade records do not provide a complete offering history.