Fall 2026

Special Topics in Engineering Analytics and Operations Research

ISYE 603 covers special topics in engineering analytics and operations research, including machine learning, data management, and optimization.

no offering record for this termCredits unavailable
Recorded instructors · Fall 2026 No instructors listed

Summary

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Recent recorded grades — Fall 2024: 3.57 GPA, 66.7% A/AB (n=15 letter grades); Spring 2025: 3.76 GPA, 88.4% A/AB (n=43 letter grades); Spring 2026: 3.82 GPA, 92.9% A/AB (n=14 letter grades).

Grade history

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average GPA
letter grades
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Prerequisites

Course map

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ISYE 603

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Professors

Fall 2026

No instructors recorded for this selection.

Historical instructors & teaching patterns

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Calendar & sections

Fall 2026

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Meeting source records

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Student experience

the class

Recent recorded grades — Fall 2024: 3.57 GPA, 66.7% A/AB (n=15 letter grades); Spring 2025: 3.76 GPA, 88.4% A/AB (n=43 letter grades); Spring 2026: 3.82 GPA, 92.9% A/AB (n=14 letter grades).

difficulty & workload

No workload feedback recorded.

Topics

  • Engineering analytics and operations research
  • Machine learning
  • Data management and analysis
  • Optimization

Skills

  • Application of machine learning, data management, and optimization techniques

Grades

Latest available · Spring 2026— not enough history to project Fall 2026.

average GPA
A / AB grades
letter grades
Instructor

Grade distribution · % of letter grades

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AB
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BC
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D
F

Grades over time

Through Spring 2026

More grade details Grade mix, volume & source data

Not enough comparable courses for Fall 2026 in UW–Madison.

Sources & history

UW–Madison

Catalog & offerings

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Student reviews

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Grade history

Recorded grade distributions by term, section, and instructor.

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Dataset & model

Recorded 2026-09-07

View the dataset on Hugging Face
Model outputs & technical records
nvidia/Qwen3.6-35B-A3B-NVFP4
LLM outputs across runs
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Full model traces

Recorded model configuration, reasoning, and tool conversations.

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Model & dataset provenance 
{
  "model": "nvidia/Qwen3.6-35B-A3B-NVFP4",
  "model_revision": "1355db6a052410cfd62085d94b58866fd0f2c3c5",
  "task_version": "14",
  "output_id": "da754a74e98ed6ecf96d769f8977a89b791961b772a9ffde34c8880df1bbb333",
  "requirements_status": "valid",
  "dataset_revision": "e243353dcb7d79b7247ced91d69443ef4c2a6349",
  "observed_at": "2026-09-07 15:55:43.033547+00:00"
}