Probability and Random Processes
ECE 730 covers advanced probability concepts and random processes, including filtering, spectral densities, and stochastic processes.
Summary
Historical reviews of John Gubner: The course is mathematically rigorous with few physical examples, requiring significant self-study from textbooks and precise understanding of fundamentals to succeed.
Grade history
↗letter grades
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Prerequisites
Course mapGraduate/professional standing
- Graduate/professional standing
This is a best-effort interpretation; check the catalog requirements above.
Prerequisite text tree
- Graduate/professional standing
Professors
Fall 2026No instructors recorded for this selection.
Historical instructors & teaching patterns
Historical reviews for John Gubner describe a graduate-level course with a rigorous, mathematical approach that prioritizes theory and proofs over physical intuition or applications. While reviewers note he is prepared, patient, and willing to clarify doubts, his lectures are often described as dry and difficult to follow, requiring significant self-study from textbooks.
JOHN GUBNER is recorded teaching in Spring 2009, Spring 2011, Fall 2012, Fall 2013, Fall 2014, Fall 2015, Fall 2018, Fall 2019, Fall 2020, Fall 2021, Fall 2022. 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 |
|---|
Times are Central. Select a meeting for details; export includes recorded dates for the selected sections.
Meeting source records
No records available.
Student experience
the class
Historical reviews for John Gubner describe a difficult graduate course with dry lectures and tough grading, though he is noted as helpful and patient with student questions.
Recent recorded grades — Fall 2022: 3.50 GPA, 70.6% A/AB (n=17 letter grades); Fall 2023: 4.00 GPA, 100.0% A/AB (n=7 letter grades); Fall 2024: 4.00 GPA, 100.0% A/AB (n=14 letter grades).
difficulty & workload
Historical reviews of John Gubner: The course is mathematically rigorous with few physical examples, requiring significant self-study from textbooks and precise understanding of fundamentals to succeed.
Historical reviews of John Gubner: Students find lectures dry and hard to follow, often relying on textbooks, while others appreciate his willingness to answer questions patiently despite the challenging material.
Topics
Skills
Grades
Latest available · Fall 2024— not enough history to project Fall 2026.
Grade distribution · % of letter grades
Grades over time
Through Fall 2024
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
No offering records for the selected term.
Raw records
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Student reviews
Original comments behind the course and instructor summaries.
Read original reviews
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": "2b0918aea962cd9b6aadb10c648fe7a53dbbe9701407ea3cb14050b7502b588b",
"requirements_status": "valid",
"dataset_revision": "e243353dcb7d79b7247ced91d69443ef4c2a6349",
"observed_at": "2026-09-07 15:55:43.033547+00:00"
}