Recent recorded grades — Spring 2020: 3.79 GPA, 92.9% A/AB (n=28 letter grades). Includes jointly taught sections.
Statistical Learning
STAT 615 develops mathematical theories and statistical concepts for understanding, predicting from, and criticizing data models.
Summary
Recent recorded grades — Spring 2025: 3.43 GPA, 69.6% A/AB (n=23 letter grades); Fall 2025: 3.42 GPA, 77.8% A/AB (n=18 letter grades); Spring 2026: 3.17 GPA, 47.6% A/AB (n=21 letter grades).
Grade history
↗letter grades
All recorded terms · compare terms & instructors
Prerequisites
Course mapDeclared in Statistics: Statistics and Data Science MS, Data Science MS, Data Engineering MS, or Statistics VISP
- Declared in Statistics
- Statistics and Data Science MS
- Data Science MS
- Data Engineering MS
This is a best-effort interpretation; check the catalog requirements above.
Prerequisite text tree
- Any of
- Declared in Statistics
- Statistics and Data Science MS
- Data Science MS
- Data Engineering MS
Professors
Fall 2026Recent recorded grades — Spring 2025: 3.43 GPA, 69.6% A/AB (n=23 letter grades); Fall 2025: 3.42 GPA, 77.8% A/AB (n=18 letter grades). Includes jointly taught sections.
Historical instructors & teaching patterns
JIAQI TANG is recorded teaching in Spring 2025, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.
VIVAK PATEL is recorded teaching in Spring 2020. 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 002 | Classroom Instruction | 8 / 24 | 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
Recent recorded grades — Spring 2025: 3.43 GPA, 69.6% A/AB (n=23 letter grades); Fall 2025: 3.42 GPA, 77.8% A/AB (n=18 letter grades); Spring 2026: 3.17 GPA, 47.6% A/AB (n=21 letter grades).
difficulty & workload
No workload feedback recorded.
Topics
Skills
Grades
Latest available · Spring 2026— not enough history to project Fall 2026.
Grade distribution · % of letter grades
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
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
Statistical Learning
Recorded 2026-09-07Raw records
[
{
"run_id": "20260907T155543-ce3781c4",
"semester": "1272",
"observed_at": "2026-09-07 15:55:43.033547+00:00",
"offering_id": "1272:932:025356",
"course_id": "STAT 615",
"course_uid": "course_a5f4446c2434cfcb1b7e6969",
"term_id": "1272",
"source_course_id": "025356",
"source_subject_id": "932",
"title": "Statistical Learning",
"credits_min": 3,
"credits_max": 3,
"typically_offered": "Not Applicable"
}
]Student reviews
Original comments behind the course and instructor summaries.
Read original reviews
No records available.
Grade history
Recorded grade distributions by term, section, and instructor.
Explore recorded gradesModel outputs & technical records
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": "cc598cca7a28d2533e6c61093d04aafcc76f0540acacc98ca78dae68f8bc0d84",
"requirements_status": "valid",
"dataset_revision": "e243353dcb7d79b7247ced91d69443ef4c2a6349",
"observed_at": "2026-09-07 15:55:43.033547+00:00"
}