Fall 2026

Seminar in Geographic Information Science

A graduate seminar surveying recent and classic works in cartography and geographic information science.

offering recorded1–3 credits
Recorded instructors · Fall 2026 A-Xing Zhu3.4/5

Summary

1 / 2

Recent recorded grades — Spring 2023: 4.00 GPA, 100.0% A/AB (n=9 letter grades); Spring 2025: 4.00 GPA, 100.0% A/AB (n=11 letter grades); Spring 2026: 4.00 GPA, 100.0% A/AB (n=7 letter grades).

Grade history

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

All recorded terms · compare terms & instructors

Prerequisites

Course map

Graduate/professional standing

  • Graduate/professional standing
GEOG 970

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

Prerequisite text tree
  • Graduate/professional standing

Professors

Fall 2026
Adjusted rating
RMP difficulty
captured reviews
About this rating

Raw average: 3.14/5 from 21 quality ratings. The adjusted rating blends this with the UW review average (3.66/5), weighted as 20 additional ratings. Smaller samples stay closer to that average. Each captured review is counted once in the prior; this does not correct who chooses to leave a review.

RMP profile ↗ · All captured review dates; profile matched by name.

Recent recorded grades — Spring 2012: 3.95 GPA, 100.0% A/AB (n=10 letter grades); Spring 2016: 4.00 GPA, 100.0% A/AB (n=4 letter grades); Spring 2019: 4.00 GPA, 100.0% A/AB (n=4 letter grades).

Historical instructors & teaching patterns

A-XING ZHU is recorded teaching in Spring 2012, Spring 2016, Spring 2019. 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 2026

Schedule loads here as you scroll.

SectionModeEnrolled / capacityWaitlist
SEM 001Classroom Instruction4 / 200

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

Meeting source records
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Student experience

the class

Recent recorded grades — Spring 2023: 4.00 GPA, 100.0% A/AB (n=9 letter grades); Spring 2025: 4.00 GPA, 100.0% A/AB (n=11 letter grades); Spring 2026: 4.00 GPA, 100.0% A/AB (n=7 letter grades).

difficulty & workload

No workload feedback recorded.

Topics

  • Cartography
  • Geographic Information Science

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

A
AB
B
BC
C
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

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
GEOG 970 · Fall 2026

Seminar in Geographic Information Science

Recorded 2026-09-07
Raw records 
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "offering_id": "1272:416:008411",
    "course_id": "GEOG 970",
    "course_uid": "course_68c256e40ca21d11654901a8",
    "term_id": "1272",
    "source_course_id": "008411",
    "source_subject_id": "416",
    "title": "Seminar in Geographic Information Science",
    "credits_min": 1,
    "credits_max": 3,
    "typically_offered": "Occasionally"
  }
]
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Student reviews

Original comments behind the course and instructor summaries.

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Madgrades

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
Download part 1
Full model traces

Recorded model configuration, reasoning, and tool conversations.

Download part 1
Model & dataset provenance 
{
  "model": "nvidia/Qwen3.6-35B-A3B-NVFP4",
  "model_revision": "1355db6a052410cfd62085d94b58866fd0f2c3c5",
  "task_version": "14",
  "output_id": "4fd1930f24e744e318cfd7cd2a93920f57e7ffe26d7a3feba86aa1e5ab930b10",
  "requirements_status": "valid",
  "dataset_revision": "e243353dcb7d79b7247ced91d69443ef4c2a6349",
  "observed_at": "2026-09-07 15:55:43.033547+00:00"
}