MATH 156
Machine Learning
Course statistics
- Predicted GPA
- 3.51
- n = 348 · 9 terms · ± 0.029
- A range
- 65%
- of letter grades
- Taken P/NP
- 2%
- 88% of those passed
- D / F / W
- 2.0%
- incl. withdrawals
Sections in Fall 2026
| Section | Status | Enrolled | Seat risk | Meets | Instructor | Predicted GPA |
|---|---|---|---|---|---|---|
| Lec 1 | Closed |
40 of 40
100% full
|
fills | MWF 11:00am-11:50am | Martin, B. | 3.51n=348 · course average |
Enrollment history
Final enrollment per term, averaged across that term's sections. Four years deep, summer excluded. Per-section live curves are on each section page.
- 3321F
- 3922W
- 3822S
- 4522F
- 3523W
- 3224S
- 3625S
Peak 45
Most recent
36
in 25S
7 terms on record
Grade distribution
- A+ 53 · 14.9%
- A 134 · 37.6%
- A- 39 · 11.0%
- B+ 37 · 10.4%
- B 30 · 8.4%
- B- 23 · 6.5%
- C+ 14 · 3.9%
- C 9 · 2.5%
- C- 2 · 0.6%
- D 1 · 0.3%
- D- 2 · 0.6%
- F 4 · 1.1%
- P 7 · 2.0%
- NP 1 · 0.3%
Grey bars are non-letter outcomes — P/NP, S/U, incompletes. They are excluded from the GPA entirely rather than scored, because counting a P as a 4.0 would be a fabrication.
By instructor
| Instructor | Predicted | Raw | n | Terms | A range |
|---|---|---|---|---|---|
| KASSAB, LARA | 3.34 | 3.32 | 100 | 3 | 55% |
| JEONG, HALYUN | 3.90 | 3.98 | 70 | 2 | 99% |
| KRISHNAGOPAL, SANJUKTA | 3.29 | 3.23 | 43 | 1 | 37% |
| LIAO, CHUNYANG | 3.62 | 3.66 | 37 | 1 | 86% |
| MENZ, GEORG | 3.41 | 3.38 | 36 | 1 | 42% |
| MONTUFAR CUARTAS, GUIDO FRANCISCO | 3.31 | 3.23 | 36 | 1 | 44% |
| NGUYEN, MINH TAN | 3.74 | 3.86 | 26 | 1 | 88% |
“Predicted” is shrunk toward the course average, which is itself shrunk toward the department — so an instructor with a handful of students sits near the course mean rather than topping the list.
By term
- 21F 3.96 n=32
- 22W 3.99 n=38
- 22S 3.38 n=36
- 221 3.86 n=26
- 22F 3.59 n=45
- 23W 3.06 n=66
- 24S 3.33 n=32
- 241 3.66 n=37
- 25S 3.23 n=36