No course-specific feedback yet.
Fall 2026
Advanced Sports Analytics
STAT 441 teaches statistical modeling and data science techniques to derive actionable insights from sports data.
Summary
1 / 6
Historical reviews of Ismor Fischer: Reviewers note lengthy assignments and open-book exams as specific workload components.
Grade history
↗ average GPA
letter grades
letter grades
A
AB
B
BC
C
D
F
All recorded terms · compare terms & instructors
Prerequisites
Course mapSTAT 333, 340, 601, 611,ACT SCI 640, or GEN BUS 656
STAT 441
This is a best-effort interpretation; check the catalog requirements above.
Prerequisite text tree
Professors
Fall 2026No course-specific feedback yet.
Historical instructors & teaching patterns
Historical reviews for Ismor Fischer describe open-book tests and helpful packets, though one student found the teaching terrible and notes incomprehensible. Reviewers note lengthy assignments and exams similar to homework, with one citing a lack of clarity in lecture materials despite relevant examples.
ISMOR FISCHER is recorded teaching in Spring 2007, Spring 2008, Spring 2009, Spring 2010, Spring 2011. 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 2026Schedule loads here as you scroll.
| Section | Mode | Enrolled / capacity | Waitlist |
|---|---|---|---|
| LEC 001 | Classroom Instruction | 59 / 70 | 0 |
| LEC 002 | Classroom Instruction | 0 / 2 | 0 |
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
Historical reviews for Ismor Fischer describe a course with open-book tests and helpful packets, though one student found the teaching terrible and incomprehensible.
Recent recorded grades — Spring 2009: 3.30 GPA, 50.7% A/AB (n=134 letter grades); Spring 2010: 3.52 GPA, 71.6% A/AB (n=134 letter grades); Spring 2011: 3.49 GPA, 62.1% A/AB (n=124 letter grades).
difficulty & workload
Historical reviews of Ismor Fischer: Reviewers note lengthy assignments and open-book exams as specific workload components.
Historical reviews of Ismor Fischer: Students found the provided packet helpful and appreciated relevant examples used in lectures.
Topics
Skills
Grades
Latest available · Spring 2011— not enough history to project Fall 2026.
Grade distribution · % of letter grades
A
AB
B
BC
C
D
F
Grades over time
Through Spring 2011
More grade details Grade mix, volume & source data
Where this course fits relative to
Latest available grades · Spring 2011 · 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
804 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.
Selected offering source records
Advanced Sports Analytics
Recorded 2026-09-07Raw records
[
{
"run_id": "20260907T155543-ce3781c4",
"semester": "1272",
"observed_at": "2026-09-07 15:55:43.033547+00:00",
"offering_id": "1272:932:027357",
"course_id": "STAT 441",
"course_uid": "course_8d768d8674fd0a5a6e68752e",
"term_id": "1272",
"source_course_id": "027357",
"source_subject_id": "932",
"title": "Advanced Sports 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
Madgrades
Grade history
Recorded grade distributions by term, section, and instructor.
Explore recorded gradesModel outputs & technical records
nvidia/Qwen3.6-35B-A3B-NVFP4
LLM outputs across runs
Full model traces
Recorded model configuration, reasoning, and tool conversations.
Model & dataset provenance
{
"model": "nvidia/Qwen3.6-35B-A3B-NVFP4",
"model_revision": "1355db6a052410cfd62085d94b58866fd0f2c3c5",
"task_version": "14",
"output_id": "ae733fa724a673ba0662af4a77e4afc2dc42d69720c61f74b45f944070599810",
"requirements_status": "valid",
"dataset_revision": "e243353dcb7d79b7247ced91d69443ef4c2a6349",
"observed_at": "2026-09-07 15:55:43.033547+00:00"
}