Recent recorded grades — Fall 2024: 3.94 GPA, 100.0% A/AB (n=17 letter grades); Fall 2025: 3.99 GPA, 100.0% A/AB (n=39 letter grades).
Fall 2026
Special Topics in Human Factors
ISYE 602 covers various special topics in human factors engineering, with content varying by semester.
Recorded instructors · Fall 2026 Hannah Silber
Summary
1 / 6
Historical reviews of Ranjana Mehta: The course project involved group work where feedback led to worse grades, and the workload was perceived as difficult and unfair by one student.
Grade history
↗ average GPA
letter grades
letter grades
A
AB
B
BC
C
D
F
All recorded terms · compare terms & instructors
Prerequisites
Course mapNone
- None
This is a best-effort interpretation; check the catalog requirements above.
Prerequisite text tree
- None
Professors
Fall 2026Historical instructors & teaching patterns
A historical review of Ranjana Mehta describes her as unhelpful, noting that student feedback led to worse grades. The reviewer also reported an unjust accusation of AI use and found the grading difficult and unfair.
HANNAH SILBER is recorded teaching in Fall 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.
RANJANA MEHTA is recorded teaching in Spring 2025. Recorded history may be incomplete and does not establish a future schedule.
Recorded history may be incomplete and does not establish a future schedule.
Calendar & sections
Fall 2026Schedule loads here as you scroll.
| Section | Mode | Enrolled / capacity | Waitlist |
|---|---|---|---|
| LEC 001 | Classroom Instruction | 31 / 35 | 0 |
Times are Central. Select a meeting for details; export includes recorded dates for the selected sections. Enrollment reflects scan time.
Meeting source records
Student experience
the class
A historical review of Ranjana Mehta describes her as unhelpful with unfair, difficult grading and unjust AI accusations, though no current reviews exist for Hannah Silber.
Recent recorded grades — Spring 2025: 3.84 GPA, 92.2% A/AB (n=64 letter grades); Fall 2025: 3.99 GPA, 100.0% A/AB (n=39 letter grades); Spring 2026: 3.72 GPA, 83.7% A/AB (n=43 letter grades).
difficulty & workload
Historical reviews of Ranjana Mehta: The course project involved group work where feedback led to worse grades, and the workload was perceived as difficult and unfair by one student.
Students may face frustrating experiences with unhelpful instruction and unjust accusations, based on one historical review of Ranjana Mehta.
Topics
Grades
Latest available · Spring 2026— not enough history to project Fall 2026.
Grade distribution · % of letter grades
A
AB
B
BC
C
D
F
Grades over time
Through Spring 2026
More grade details Grade mix, volume & source data
Where this course fits relative to
Latest available grades · Spring 2026 · all course levels
GPA
Higher than % of other courses in this group.
Course GPAs · red marks this course’s range
letter grades
More recorded grades than % of other courses in this group.
Typical course in this group: letter grades.
About this comparison
1283 courses over the same term, each with at least 30 recorded letter grades. Cross-listed courses count once. GPA is not a measure of difficulty or teaching quality. The typical course is the median by recorded grade count; tied values are not counted as lower. Grade counts describe course scale, not unique students or typical section size.
Descriptions compare GPA with this group’s average: at least 0.20 higher or lower; otherwise close to average. Section size uses median recorded enrollment: small up to 30, mid-sized 31–99, large 100+. Lectures and discussion/lab sections are described separately.
Sources & history
UW–Madison
Catalog & offerings
Descriptions, prerequisites, and recorded course offerings.
Catalog observation history
Observations at scan time; dates do not imply when a catalog change took effect.
Selected offering source records
Special Topics in Human Factors
Recorded 2026-09-07Human Factors of Complex Sys
Recorded 2026-09-07Human-AI Teaming
Recorded 2026-09-07Raw records
[
{
"run_id": "20260907T155543-ce3781c4",
"semester": "1272",
"observed_at": "2026-09-07 15:55:43.033547+00:00",
"offering_id": "1272:490:010325",
"course_id": "ISYE 602",
"course_uid": "course_1d19662d1f1c79914b292afb",
"term_id": "1272",
"source_course_id": "010325",
"source_subject_id": "490",
"title": "Special Topics in Human Factors",
"credits_min": 3,
"credits_max": 3,
"typically_offered": "Occasionally"
},
{
"run_id": "20260907T155543-ce3781c4",
"semester": "1272",
"observed_at": "2026-09-07 15:55:43.033547+00:00",
"offering_id": "1272:490:010325.6",
"course_id": "ISYE 602",
"course_uid": "course_1d19662d1f1c79914b292afb",
"term_id": "1272",
"source_course_id": "010325.6",
"source_subject_id": "490",
"title": "Human Factors of Complex Sys",
"credits_min": 3,
"credits_max": 3,
"typically_offered": "Occasionally"
},
{
"run_id": "20260907T155543-ce3781c4",
"semester": "1272",
"observed_at": "2026-09-07 15:55:43.033547+00:00",
"offering_id": "1272:490:010325.7",
"course_id": "ISYE 602",
"course_uid": "course_1d19662d1f1c79914b292afb",
"term_id": "1272",
"source_course_id": "010325.7",
"source_subject_id": "490",
"title": "Human-AI Teaming",
"credits_min": 3,
"credits_max": 3,
"typically_offered": "Occasionally"
}
]Rate My Professors
Student reviews
Original comments behind the course and instructor summaries.
Read original reviews
Madgrades
Grade history
Recorded grade distributions by term, section, and instructor.
Explore recorded gradesModel outputs & technical records
nvidia/Qwen3.6-35B-A3B-NVFP4
LLM outputs across runs
Full model traces
Recorded model configuration, reasoning, and tool conversations.
Model & dataset provenance
{
"model": "nvidia/Qwen3.6-35B-A3B-NVFP4",
"model_revision": "1355db6a052410cfd62085d94b58866fd0f2c3c5",
"task_version": "14",
"output_id": "f9e38903c86f6d75eeeded753f50613a8621bfb2031cb31abb48f6ab461ef0d8",
"requirements_status": "valid",
"dataset_revision": "e243353dcb7d79b7247ced91d69443ef4c2a6349",
"observed_at": "2026-09-07 15:55:43.033547+00:00"
}