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Fall 2026
Research and Beyond in Industrial Engineering
ISYE 478 teaches skills for successful graduate research, including thesis writing, applications, presentations, and work-life balance.
Recorded instructors · Fall 2026 Amanda Smith
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Prerequisites
Course mapI SY E 468
- I SY E 468
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Prerequisite text tree
- I SY E 468
Professors
Fall 2026Historical instructors & teaching patterns
AMANDA SMITH is recorded teaching in Fall 2023, Fall 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 | 0 / 10 | 0 |
Times are Central. Select a meeting for details; export includes recorded dates for the selected sections. Enrollment reflects scan time.
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Student experience
the class
An introduction of skills required for successful research in graduate school. Preparing for graduate thesis writing, applying for graduate school, presenting research in a variety of ways. How to foster mental health and work-life balance.
difficulty & workload
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Topics
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Sources & history
UW–Madison
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Selected offering source records
Research and Beyond in Industrial Engineering
Recorded 2026-09-07Raw records
[
{
"run_id": "20260907T155543-ce3781c4",
"semester": "1272",
"observed_at": "2026-09-07 15:55:43.033547+00:00",
"offering_id": "1272:490:026298",
"course_id": "ISYE 478",
"course_uid": "course_ae3c1e7293205a2473ee8958",
"term_id": "1272",
"source_course_id": "026298",
"source_subject_id": "490",
"title": "Research and Beyond in Industrial Engineering",
"credits_min": 1,
"credits_max": 1,
"typically_offered": "Not Applicable"
}
]Rate My Professors
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Madgrades
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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": "d0a4a5ed5c653f2fea6fdc00769f9f2acbac727ecb21ccc38cbdc9884af95c15",
"requirements_status": "needs_review",
"dataset_revision": "e243353dcb7d79b7247ced91d69443ef4c2a6349",
"observed_at": "2026-09-07 15:55:43.033547+00:00"
}