Recent recorded grades — Fall 2025: 3.92 GPA, 100.0% A/AB (n=25 letter grades).
Fall 2026
Biological Engineering: Molecules, Cells & Systems
CBE 781 covers biological engineering topics including protein engineering, metabolic engineering, synthetic biology, and tissue engineering.
Recorded instructors · Fall 2026 Mai Ngo
Summary
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Recent recorded grades — Fall 2023: 3.86 GPA, 97.4% A/AB (n=39 letter grades); Fall 2024: 3.88 GPA, 94.1% A/AB (n=34 letter grades); Fall 2025: 3.92 GPA, 100.0% A/AB (n=25 letter grades).
Grade history
↗ average GPA
letter grades
letter grades
A
AB
B
BC
C
D
F
All recorded terms · compare terms & instructors
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 2026Historical instructors & teaching patterns
MAI NGO 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 2026Schedule loads here as you scroll.
| Section | Mode | Enrolled / capacity | Waitlist |
|---|---|---|---|
| LEC 001 | Classroom Instruction | 19 / 55 | 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 — Fall 2023: 3.86 GPA, 97.4% A/AB (n=39 letter grades); Fall 2024: 3.88 GPA, 94.1% A/AB (n=34 letter grades); Fall 2025: 3.92 GPA, 100.0% A/AB (n=25 letter grades).
difficulty & workload
No workload feedback recorded.
Topics
Grades
Latest available · Fall 2025— not enough history to project Fall 2026.
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
Not enough comparable courses for Fall 2026 in UW–Madison.
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
Biological Engineering: Molecules, Cells & Systems
Recorded 2026-09-07Raw records
[
{
"run_id": "20260907T155543-ce3781c4",
"semester": "1272",
"observed_at": "2026-09-07 15:55:43.033547+00:00",
"offering_id": "1272:220:024187",
"course_id": "CBE 781",
"course_uid": "course_bdc834cf2afe98b01bebe45c",
"term_id": "1272",
"source_course_id": "024187",
"source_subject_id": "220",
"title": "Biological Engineering: Molecules, Cells & Systems",
"credits_min": 3,
"credits_max": 3,
"typically_offered": "Fall"
}
]Rate My Professors
Student reviews
Original comments behind the course and instructor summaries.
Read original reviews
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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": "9b3a2485f6363a9102dbe17873ebba016285abdebf38affb3f1aeec45492968a",
"requirements_status": "valid",
"dataset_revision": "e243353dcb7d79b7247ced91d69443ef4c2a6349",
"observed_at": "2026-09-07 15:55:43.033547+00:00"
}