Fall 2026

Foundation in Accounting Analytics

Foundation in Accounting Analytics teaches using data analytics technologies to support accounting decision making, coordination, control, and compliance.

offering recorded3 credits
Recorded instructors · Fall 2026 Christian Peters

Summary

1 / 3

Recent recorded grades — Fall 2023: 3.90 GPA, 96.3% A/AB (n=81 letter grades); Fall 2024: 3.87 GPA, 95.3% A/AB (n=107 letter grades); Fall 2025: 3.75 GPA, 91.8% A/AB (n=85 letter grades).

Grade history

↗
average GPA
letter grades
A
AB
B
BC
C
D
F

All recorded terms · compare terms & instructors

Prerequisites

Course map

(ACCT I S 340 or concurrent enrollment), (ACCT I S 100 and GEN BUS 307 or 317), (ACCT I S 700 or concurrent enrollment), or declared in the Business Exchange program

ACCTIS 640

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

Prerequisite text tree

Professors

Fall 2026

Recent recorded grades — Fall 2025: 3.75 GPA, 91.8% A/AB (n=85 letter grades).

Historical instructors & teaching patterns

CHRISTIAN PETERS is recorded teaching in Fall 2025. 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
LAB 001Classroom Instruction35 / 350
LAB 002Classroom Instruction37 / 251
LAB 003Classroom Instruction15 / 350

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

Meeting source records
Download part 1

Student experience

the class

Recent recorded grades — Fall 2023: 3.90 GPA, 96.3% A/AB (n=81 letter grades); Fall 2024: 3.87 GPA, 95.3% A/AB (n=107 letter grades); Fall 2025: 3.75 GPA, 91.8% A/AB (n=85 letter grades).

difficulty & workload

No workload feedback recorded.

Topics

  • Accounting analytics for decision making, coordination, control, and compliance.
  • Analytics technologies.

Skills

  • Identifying relevant questions using data and communicating findings.
  • Using a variety of analytics technologies.

Grades

Latest available · Fall 2025— 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 Fall 2025

More grade details Grade mix, volume & source data

Where this course fits relative to

Latest available grades · Fall 2025 · all course levels

GPA

Higher than % of other courses in this group.

Course GPAs · red marks this course’s range

letter grades

More recorded grades than % of other courses in this group.

Typical course in this group: letter grades.

About this comparison

1320 courses over the same term, each with at least 30 recorded letter grades. Cross-listed courses count once. GPA is not a measure of difficulty or teaching quality. The typical course is the median by recorded grade count; tied values are not counted as lower. Grade counts describe course scale, not unique students or typical section size.

Descriptions compare GPA with this group’s average: at least 0.20 higher or lower; otherwise close to average. Section size uses median recorded enrollment: small up to 30, mid-sized 31–99, large 100+. Lectures and discussion/lab sections are described separately.

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.

Download part 1
Selected offering source records
ACCTIS 640 · Fall 2026

Foundation in Accounting Analytics

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": "1272:232:026130",
    "course_id": "ACCTIS 640",
    "course_uid": "course_8ea5427fde3bd545c79714f6",
    "term_id": "1272",
    "source_course_id": "026130",
    "source_subject_id": "232",
    "title": "Foundation in Accounting Analytics",
    "credits_min": 3,
    "credits_max": 3,
    "typically_offered": "Not Applicable"
  }
]
Rate My Professors

Student reviews

Original comments behind the course and instructor summaries.

Read original reviews

No records available.

Madgrades

Grade history

Recorded grade distributions by term, section, and instructor.

Explore recorded grades
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.

Download part 1
Model & dataset provenance 
{
  "model": "nvidia/Qwen3.6-35B-A3B-NVFP4",
  "model_revision": "1355db6a052410cfd62085d94b58866fd0f2c3c5",
  "task_version": "14",
  "output_id": "0b744d02a6c697e3400bd4c43dcb8e075f77af2135e756fd46233697aebe36d3",
  "requirements_status": "valid",
  "dataset_revision": "e243353dcb7d79b7247ced91d69443ef4c2a6349",
  "observed_at": "2026-09-07 15:55:43.033547+00:00"
}