Spring 2027

Ethics for Data Scientists

Educates data scientists working with biomedical data on ethical and regulatory issues arising in research and professional interactions.

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

Summary

1 / 3

Recent recorded grades — Spring 2024: 4.00 GPA, 100.0% A/AB (n=16 letter grades); Spring 2025: 4.00 GPA, 100.0% A/AB (n=17 letter grades); Spring 2026: 3.60 GPA, 71.4% A/AB (n=21 letter grades).

What you’ll be able to do

  • Identify ethical issues and recognize challenges to integrity that arise during the course of planning and conducting research or reporting research results.

  • Formulate a justified response to an ethical issue or integrity challenge, using ethical decision-making approaches and concepts.

  • Identify where to find professional resources that provide guidance for resolving ethical and research integrity issues.

  • Conduct improved discussions about ethical issues.

Source: UW Guide

Grade history

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

Prerequisites

Course map

Graduate/professional standing

  • Graduate/professional standing
BMI 738

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

Prerequisite text tree
  • Graduate/professional standing

Professors

Spring 2027

No instructors recorded for this selection.

Historical instructors & teaching patterns

Recorded history may be incomplete and does not establish a future schedule.

Calendar & sections

Spring 2027

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SectionModeEnrolled / capacityWaitlist

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

Meeting source records

No records available.

Student experience

the class

Recent recorded grades — Spring 2024: 4.00 GPA, 100.0% A/AB (n=16 letter grades); Spring 2025: 4.00 GPA, 100.0% A/AB (n=17 letter grades); Spring 2026: 3.60 GPA, 71.4% A/AB (n=21 letter grades).

difficulty & workload

No workload feedback recorded.

Topics

  • Ethical and regulatory issues in research
  • Research integrity challenges
  • Discussions about ethical issues

Skills

  • Ethical decision-making
  • Identifying ethical issues and integrity challenges
  • Locating professional resources for ethical guidance

Grades

Latest available · Spring 2026— 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 Spring 2026

More grade details Grade mix, volume & source data

Not enough comparable courses for Spring 2027 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.

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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.

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Dataset & model

Recorded 2026-10-14

View the dataset on Hugging Face
Model outputs & technical records
Qwen/Qwen3.8-27B
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": "Qwen/Qwen3.8-27B",
  "model_revision": "1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0",
  "task_version": "17",
  "output_id": "c43cb1b9f41f52c2c255fff983e049a892a16bc945b58b6df51fb57ef7983f76",
  "requirements_status": "valid",
  "dataset_revision": "fc1811fa52e581ea57a35c0cf3343f8740a8ffbf",
  "observed_at": "2026-10-14 17:50:09.728220+00:00"
}