Spring 2027

Statistical Consulting

STAT 998 is a statistical consulting course structured as a consulting apprenticeship for students with graduate or professional standing.

offering recorded3 credits
Recorded instructors · Spring 2027 Sunduz Keles3.7/5

Summary

1 / 5

Past student reviews · Sunduz Keles

The course required students to undergo full training in the steps necessary to execute a complete consulting project with non-statistical clients.

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
STAT 998

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

Prerequisite text tree
  • Graduate/professional standing

Professors

Spring 2027
Adjusted rating
RMP difficulty
captured reviews
About this rating

Raw average: 4.00/5 from 2 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.

For this course: 5.0/5 raw quality · 4.0/5 difficulty · 1 reviews

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

Past student reviews · Sunduz Keles

Students reported that Prof. Sunduz Keles provided immediate personal feedback and shared her extensive consulting experience. The course involved training in complete consulting steps for nonstatistical clients, with data scientists invited to present their projects.

Recent recorded grades — Spring 2023: 3.92 GPA, 100.0% A/AB (n=12 letter grades); Spring 2024: 3.64 GPA, 81.8% A/AB (n=11 letter grades); Spring 2026: 3.82 GPA, 94.1% A/AB (n=17 letter grades).

Historical instructors & teaching patterns

SUNDUZ KELES is recorded teaching in Spring 2011, Spring 2012, Spring 2017, Fall 2019, Spring 2023, Spring 2024, Spring 2026. 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
LEC 001Classroom Instruction0 / 00

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

Meeting source records

Student experience

the class

Past student reviews · Sunduz Keles

Students described STAT consulting as a fruitful course where they were fully trained in steps to conduct complete consultations with non-statistical clients.

Recent recorded grades — Spring 2025: 3.46 GPA, 66.7% A/AB (n=12 letter grades); Fall 2025: 3.64 GPA, 72.7% A/AB (n=11 letter grades); Spring 2026: 3.82 GPA, 94.1% A/AB (n=17 letter grades).

difficulty & workload

Past student reviews · Sunduz Keles

The course required students to undergo full training in the steps necessary to execute a complete consulting project with non-statistical clients.

Past student reviews · Sunduz Keles

Students enjoyed hearing data scientists share their stories and valued receiving instant personal feedback, while Prof. Keles extensively shared her rich consulting experience.

Topics

  • Statistical consulting and apprenticeship training

Skills

  • Statistical consulting apprenticeship skills

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.

Selected offering source records
STAT 998 · Spring 2027

Statistical Consulting

Recorded 2026-10-14
Raw records
[
  {
    "run_id": "20261014T203208-0851c9a1",
    "semester": "1274",
    "observed_at": "2026-10-14 17:50:09.728220+00:00",
    "offering_id": "1274:932:018534",
    "course_id": "STAT 998",
    "course_uid": "course_704c9a2365bd1c8bed22a552",
    "term_id": "1274",
    "source_course_id": "018534",
    "source_subject_id": "932",
    "title": "Statistical Consulting",
    "credits_min": 3,
    "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.

Explore recorded grades
Model outputs & technical records
Qwen/Qwen3.8-27B
LLM outputs across runs
Full model traces

Recorded model configuration, reasoning, and tool conversations.

Model & dataset provenance
{
  "model": "Qwen/Qwen3.8-27B",
  "model_revision": "1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0",
  "task_version": "17",
  "output_id": "94eb4b07a3c7dc18e6b2b89a1e816af77c5567b78764878d0c562ef37ae0ad44",
  "requirements_status": "valid",
  "dataset_revision": "fc1811fa52e581ea57a35c0cf3343f8740a8ffbf",
  "observed_at": "2026-10-14 17:50:09.728220+00:00"
}