Spring 2027

Special Topics in Manufacturing and Supply Chain Management

Covers special topics in manufacturing systems and supply chain management, including digital manufacturing technologies and the Internet of Things (IoT).

no offering record for this termCredits unavailable
Recorded instructors · Spring 2027 No instructors listed

Summary

1 / 7

Past student reviews · Yonatan Mintz

Grading guidelines were not released, and a promised curve was not applied. One student reported that grades were reduced after asking for clarification.

What you’ll be able to do

  • Identify and describe key theories, concepts, and methods in manufacturing and supply chain management

  • Apply key theories, concepts, and methods in manufacturing and supply chain management, using appropriate tools, processes, and/or software

  • Apply, analyze, or evaluate advanced theories, concepts, or methods in manufacturing and supply chain management

Source: UW Guide

Grade history

↗
average GPA
letter grades
A
AB
B
BC
C
D
F

All recorded terms · compare terms & instructors

Prerequisites

Course map

None

  • None
ISYE 604

This is a best-effort interpretation; check the catalog requirements above.

Prerequisite text tree
  • None

Professors

Spring 2027

No instructors recorded for this selection.

Historical instructors & teaching patterns

YONATAN MINTZ is recorded teaching in Spring 2022, Spring 2023, Spring 2024, 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

Spring 2027

Schedule loads here as you scroll.

SectionModeEnrolled / capacityWaitlist

Times are Central. Select a meeting for details; export includes recorded dates for the selected sections.

Meeting source records
Download part 1

Student experience

the class

Past student reviews · Yonatan Mintz

One student described the instructor as enthusiastic and effective at prompting independent thinking during lectures.

Recent recorded grades — Fall 2024: 3.90 GPA, 100.0% A/AB (n=36 letter grades); Spring 2025: 3.47 GPA, 73.3% A/AB (n=45 letter grades); Fall 2025: 3.82 GPA, 100.0% A/AB (n=47 letter grades).

difficulty & workload

Past student reviews · Yonatan Mintz

Grading guidelines were not released, and a promised curve was not applied. One student reported that grades were reduced after asking for clarification.

Past student reviews · Yonatan Mintz

One student found the instructor rude and unwelcoming when asking for help, noting that responses were often vague or unhelpful.

Topics

  • Manufacturing systems
  • Supply chain management
  • Digital manufacturing technologies
  • Internet of Things (IoT)

Skills

  • Applying manufacturing and supply chain management theories using tools, processes, or software
  • Analyzing or evaluating advanced manufacturing and supply chain management methods

Grades

Latest available · Fall 2025— not enough history to project Spring 2027.

average GPA
A / AB grades
letter grades
Instructor

Grade distribution · % of letter grades

A
AB
B
BC
C
D
F

Grades over time

Through Fall 2025

More grade details Grade mix, volume & source data

Where this course fits relative to

Latest available grades · Fall 2025 · 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

1316 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.

Download part 1
Selected offering source records

No offering records for the selected term.

Raw records 
[]
Rate My Professors

Student reviews

Original comments behind the course and instructor summaries.

Read original reviews
Download part 1
Madgrades

Grade history

Recorded grade distributions by term, section, and instructor.

Explore recorded grades
Dataset & model

Recorded 2026-10-14

View the dataset on Hugging Face
Model outputs & technical records
Qwen/Qwen3.8-27B
LLM outputs across runs
Download part 1
Full model traces

Recorded model configuration, reasoning, and tool conversations.

Download part 1
Model & dataset provenance 
{
  "model": "Qwen/Qwen3.8-27B",
  "model_revision": "1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0",
  "task_version": "17",
  "output_id": "4d2db7727ec666a8c650a77c71d5b52007b13dde97dc2c0802a4360940ae1c0f",
  "requirements_status": "valid",
  "dataset_revision": "fc1811fa52e581ea57a35c0cf3343f8740a8ffbf",
  "observed_at": "2026-10-14 17:50:09.728220+00:00"
}