Fall 2026

Business Statistics Using Python

A statistics primer for business analysis covering probability, estimation, inference, correlation, and regression using Python.

offering recorded2 credits
Recorded instructors · Fall 2026 No instructors listed

Summary

1 / 2

Recent recorded grades — Spring 2025: 3.82 GPA, 88.1% A/AB (n=42 letter grades); Fall 2025: 3.92 GPA, 95.0% A/AB (n=40 letter grades); Spring 2026: 3.79 GPA, 95.2% A/AB (n=21 letter grades).

Grade history

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

Prerequisites

Course map

Graduate/professional standing or declared in graduate Business Exchange program

  • Graduate/professional standing or declared in graduate Business Exchange program
GENBUS 881 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
  • Graduate/professional standing or declared in graduate Business Exchange program

Professors

Fall 2026

No instructors recorded for this selection.

Historical instructors & teaching patterns

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Calendar & sections

Fall 2026

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SectionModeEnrolled / capacityWaitlist

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Meeting source records

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Student experience

the class

Recent recorded grades — Spring 2025: 3.82 GPA, 88.1% A/AB (n=42 letter grades); Fall 2025: 3.92 GPA, 95.0% A/AB (n=40 letter grades); Spring 2026: 3.79 GPA, 95.2% A/AB (n=21 letter grades).

difficulty & workload

No workload feedback recorded.

Topics

  • Probability, estimation, inference, correlation, and regression

Skills

  • Data-driven business analysis
  • Statistical concepts: probability, estimation, inference, correlation, and regression

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

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AB
B
BC
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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

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Catalog observation history

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Selected offering source records
GENBUS 881 · Fall 2026

Business Statistics Using Python

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": "1272:231:026420",
    "course_id": "GENBUS 881",
    "course_uid": "course_49f49c69936bd20b3d9b122c",
    "term_id": "1272",
    "source_course_id": "026420",
    "source_subject_id": "231",
    "title": "Business Statistics Using Python",
    "credits_min": 2,
    "credits_max": 2,
    "typically_offered": "Not Applicable"
  }
]
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Student reviews

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Madgrades

Grade history

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Dataset & model

Recorded 2026-09-07

View the dataset on Hugging Face
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": "0d6788b86bc510629f6bcd9dbfdfee4faa7830a737c437ce668f3815b86378e4",
  "requirements_status": "valid",
  "dataset_revision": "e243353dcb7d79b7247ced91d69443ef4c2a6349",
  "observed_at": "2026-09-07 15:55:43.033547+00:00"
}