Recent recorded grades — Fall 2025: 3.07 GPA, 47.6% A/AB (n=21 letter grades).
Fall 2026
Linear Algebra
MATH 341 introduces the theory of linear algebra with a focus on proofs, covering vector spaces, transformations, and eigenvalues.
Summary
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Historical reviews of Howard Becker, Jack Burkart: Homework is described as moderate or hard and time-consuming. Exams are moderate to difficult, requiring students to apply class concepts to construct their own proofs.
Grade history
↗ average GPA
letter grades
letter grades
A
AB
B
BC
C
D
F
All recorded terms · compare terms & instructors
Prerequisites
Course mapMATH 234. Not open to students with credit forMATH 375.
MATH 341 used by
“Used by” includes alternatives; linked courses may have other requirements. This is a best-effort interpretation; check the catalog requirements above.
Professors
Fall 2026No course-specific feedback yet.
Historical instructors & teaching patterns
Historical reviews for Florian Bertrand and Justin Sukiennik praise clear lectures and helpful office hours. Conversely, other instructors received criticism for disorganized classes and inaccessible attitudes. One student found the course extremely rigorous but rewarding.
ALEXANDER HANHART is recorded teaching in Spring 2016. Recorded history may be incomplete and does not establish a future schedule.
ANDREI CALDARARU is recorded teaching in Fall 2023. Recorded history may be incomplete and does not establish a future schedule.
ANTOINE REMOND-TIEDREZ is recorded teaching in Fall 2021, Spring 2024. Recorded history may be incomplete and does not establish a future schedule.
FLORIAN BERTRAND is recorded teaching in Fall 2009. Recorded history may be incomplete and does not establish a future schedule.
HOWARD BECKER is recorded teaching in Fall 2014. Recorded history may be incomplete and does not establish a future schedule.
JACK BURKART is recorded teaching in Fall 2021. Recorded history may be incomplete and does not establish a future schedule.
JUSTIN SUKIENNIK is recorded teaching in Spring 2020. Recorded history may be incomplete and does not establish a future schedule.
LAURENTIU MAXIM is recorded teaching in Fall 2025. Recorded history may be incomplete and does not establish a future schedule.
PAUL APISA is recorded teaching in Fall 2022, Spring 2023. Recorded history may be incomplete and does not establish a future schedule.
SHAOSAI HUANG is recorded teaching in Fall 2018, Spring 2019. Recorded history may be incomplete and does not establish a future schedule.
STEFFEN LEMPP is recorded teaching in Spring 2014, Fall 2019. Recorded history may be incomplete and does not establish a future schedule.
YANG YANG is recorded teaching in 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 2026Schedule loads here as you scroll.
| Section | Mode | Enrolled / capacity | Waitlist |
|---|---|---|---|
| LEC 002 | Classroom Instruction | 39 / 40 | 1 |
| LEC 001 | Classroom Instruction | 37 / 40 | 2 |
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 of Paul Apisa, Yang Yang: Reviewers describe the course as highly rigorous, with one calling it the hardest they have ever done. Others note that clear, intuitive instruction makes the material manageable.
Recent recorded grades — Spring 2025: 3.18 GPA, 54.2% A/AB (n=96 letter grades); Fall 2025: 3.15 GPA, 51.6% A/AB (n=64 letter grades); Spring 2026: 3.09 GPA, 54.4% A/AB (n=90 letter grades).
difficulty & workload
Historical reviews of Howard Becker, Jack Burkart: Homework is described as moderate or hard and time-consuming. Exams are moderate to difficult, requiring students to apply class concepts to construct their own proofs.
Historical reviews of Florian Bertrand, Jack Burkart, Yang Yang: Students value professors who are helpful, available during office hours, and provide intuitive explanations. Conversely, others found lectures unclear or inaccessible, with one noting they felt like reciting from a textbook.
Topics
Skills
Grades
Fall 2026 · Projected
Before grades are released– average GPA
Approximate 80% prediction interval
About this estimate
The course’s semester-average GPA, not an individual student’s grade. The center uses 5 same-season terms, weighted toward recent results.
The range uses the finite-sample 80th-percentile rank of absolute errors from earlier same-season forecasts. Each forecast uses only records from earlier terms. At least four forecasts are required; bounds are rounded outward and limited to 0–4. This is an empirical estimate: changing instructors or grading policies can reduce its coverage.
8 earlier forecasts · 0.14 GPA average error.
Grades over time
Through Fall 2026
More grade details Grade mix, volume & source data
Where this course fits relative to
Latest available grades · Spring 2026 · 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
1283 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
Linear Algebra
Recorded 2026-09-07Raw records
[
{
"run_id": "20260907T155543-ce3781c4",
"semester": "1272",
"observed_at": "2026-09-07 15:55:43.033547+00:00",
"offering_id": "1272:600:021987",
"course_id": "MATH 341",
"course_uid": "course_fa53f4954bab469b5d4c4fe3",
"term_id": "1272",
"source_course_id": "021987",
"source_subject_id": "600",
"title": "Linear Algebra",
"credits_min": 3,
"credits_max": 3,
"typically_offered": "Fall, Spring"
}
]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": "352a20940ec24babd1a901fac49b3fc2dde6f694bc1ae2f0f34cf20a88b12141",
"requirements_status": "valid",
"dataset_revision": "e243353dcb7d79b7247ced91d69443ef4c2a6349",
"observed_at": "2026-09-07 15:55:43.033547+00:00"
}