Fall 2026

Health Analytics

Introduction to health analytics integrating multi-perspective health research and hands-on statistical tool application.

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

Summary

1 / 5

Historical reviews of Margie Rosenberg: The course is demanding with vague grading and analytics assignments, though following instructions helps students stay on track.

Grade history

average GPA
letter grades
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All recorded terms · compare terms & instructors

Prerequisites

Course map

(ACT SCI 640,GEN BUS 656,STAT 333, or 340), or declared in undergraduate Business Exchange program

ACTSCI 655 used by

“Used by” includes alternatives; linked courses may have other requirements. This is a best-effort interpretation; check the catalog requirements above.

Prerequisite text tree

Professors

Fall 2026

No instructors recorded for this selection.

Historical instructors & teaching patterns

Historical reviews of Margie Rosenberg: Margie Rosenberg receives polarized reviews. One student found the course poorly designed with vague grading and bad grades, while another praised her innovative, office-style lectures and high quality. A third review described the course as very well-rounded.

MARJORIE ROSENBERG is recorded teaching in Spring 2017, Fall 2017, Spring 2018, Spring 2020, Spring 2022, Spring 2023, Fall 2023, Fall 2024, 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 2026

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Meeting source records

No records available.

Student experience

the class

Historical reviews of Margie Rosenberg: Margie Rosenberg offers a graduate-level, involved experience with innovative, office-style lectures and discussions that prepare students for professional workspaces.

Recent recorded grades — Fall 2023: 3.40 GPA, 70.8% A/AB (n=24 letter grades); Fall 2024: 3.63 GPA, 80.0% A/AB (n=15 letter grades); Fall 2025: 3.56 GPA, 77.8% A/AB (n=27 letter grades).

difficulty & workload

Historical reviews of Margie Rosenberg: The course is demanding with vague grading and analytics assignments, though following instructions helps students stay on track.

Historical reviews of Margie Rosenberg: Some students find the discussion-based format poorly designed with materials irrelevant to projects, and report that graders give bad grades.

Topics

  • Various aspects of health.
  • Statistical tools for health topic analysis.

Skills

  • Applying statistical tools to health research topics.
  • Integrating multi-perspective health research findings.

Grades

Latest available · Fall 2025— 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
B
BC
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Grades over time

Through Fall 2025

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

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Selected offering source records

No offering records for the selected term.

Raw records
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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.

Explore recorded grades
Model 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": "f5c3c24352c1b7b593107d842583a67ce7a4107251043f73d40c76b8433d336d",
  "requirements_status": "valid",
  "dataset_revision": "e243353dcb7d79b7247ced91d69443ef4c2a6349",
  "observed_at": "2026-09-07 15:55:43.033547+00:00"
}