Fall 2026

Statistical Consulting

STAT 998 is a consulting apprenticeship course for graduate or professional students.

offering recorded3 credits
Recorded instructors · Fall 2026 Cecile Ane3.8/5

Summary

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Historical reviews of Sunduz Keles: Students complete a full consulting process with non-statistical clients, involving training steps and sharing stories with invited data scientists.

Grade history

↗
average GPA
letter grades
A
AB
B
BC
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F

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

Fall 2026
/5Adjusted rating
/5RMP difficulty
captured reviews
About this rating

Raw average: 4.11/5 from 9 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 2025: 3.46 GPA, 66.7% A/AB (n=12 letter grades).

Historical instructors & teaching patterns

Historical reviews for Sunduz Keles describe a STAT consulting course where students receive personal feedback and learn consulting steps with nonstat clients. Reviewers note that industry guests share stories and the instructor shares rich experience, calling the course fruitful and fun.

CECILE ANE is recorded teaching in Spring 2025. Recorded history may be incomplete and does not establish a future schedule.

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

Fall 2026

Schedule loads here as you scroll.

SectionModeEnrolled / capacityWaitlist
LEC 001Classroom Instruction12 / 02

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

The course offers practical consulting training with industry guests and immediate feedback, described as a fruitful and fun experience by one historical reviewer.

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

Historical reviews of Sunduz Keles: Students complete a full consulting process with non-statistical clients, involving training steps and sharing stories with invited data scientists.

Students value the personal feedback and the opportunity to hear from data scientists, though this reflects historical instruction by Sunduz Keles.

Topics

  • Statistical consulting

Skills

  • Statistical consulting

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.

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Selected offering source records
STAT 998 · Fall 2026

Statistical Consulting

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": "1272:932:018534",
    "course_id": "STAT 998",
    "course_uid": "course_704c9a2365bd1c8bed22a552",
    "term_id": "1272",
    "source_course_id": "018534",
    "source_subject_id": "932",
    "title": "Statistical Consulting",
    "credits_min": 3,
    "credits_max": 3,
    "typically_offered": "Occasionally"
  }
]
Rate My Professors

Student reviews

Original comments behind the course and instructor summaries.

Read original reviews
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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

Download the original dataset
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.

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Model & dataset provenance
{
  "model": "nvidia/Qwen3.6-35B-A3B-NVFP4",
  "model_revision": "1355db6a052410cfd62085d94b58866fd0f2c3c5",
  "task_version": "14",
  "output_id": "74a6b032dec1b1601efa8b737a781f5935c58b88513a34b35bdb5830e081531d",
  "requirements_status": "valid",
  "dataset_revision": "e243353dcb7d79b7247ced91d69443ef4c2a6349",
  "observed_at": "2026-09-07 15:55:43.033547+00:00"
}