Spring 2027

Professional Skills in Data Science

Professional Skills in Data Science covers professional development in statistics, focusing on internet tools, sophisticated use of statistical languages like R, and emerging topics.

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

Summary

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Recent recorded grades — Spring 2023: 3.80 GPA, 80.0% A/AB (n=15 letter grades); Spring 2024: 3.89 GPA, 94.7% A/AB (n=19 letter grades); Spring 2025: 3.86 GPA, 92.9% A/AB (n=14 letter grades).

Grade history

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average GPA
letter grades
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AB
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Prerequisites

Course map

Graduate/professional standing

  • Graduate/professional standing
STAT 627

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

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Meeting source records

No records available.

Student experience

the class

Recent recorded grades — Spring 2023: 3.80 GPA, 80.0% A/AB (n=15 letter grades); Spring 2024: 3.89 GPA, 94.7% A/AB (n=19 letter grades); Spring 2025: 3.86 GPA, 92.9% A/AB (n=14 letter grades).

difficulty & workload

No workload feedback recorded.

Topics

  • Professional development in statistics
  • Internet tools
  • Statistical languages such as R
  • Emerging topics in statistics

Skills

  • Using internet tools for professional development in statistics.
  • Sophisticated use of statistical languages, including R.
  • Engagement with other emerging topics in the field.

Grades

Latest available · Spring 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 Spring 2025

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

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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": "87db6496a1b7fd2eb909c0b72baa26734ce3cb9c8efc020862ef7dc8a82d39c8",
  "requirements_status": "valid",
  "dataset_revision": "fc1811fa52e581ea57a35c0cf3343f8740a8ffbf",
  "observed_at": "2026-10-14 17:50:09.728220+00:00"
}