STATS M231A
Pattern Recognition and Machine Learning
Course statistics
- Predicted GPA
- 3.95
- n = 142 · 4 terms · ± 0.044
- A range
- 99%
- of letter grades
- Taken P/NP
- 0%
- — of those passed
- D / F / W
- 0.0%
- incl. withdrawals
Sections in Fall 2026
Not offered in Fall 2026.
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.
- 3021F
- 3623W
- 3624W
- 4324F
Peak 43
Most recent
43
in 24F
4 terms on record
Grade distribution
- A+ 24 · 16.6%
- A 111 · 76.6%
- A- 6 · 4.1%
- B+ 1 · 0.7%
- S 3 · 2.1%
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 |
|---|---|---|---|---|---|
| WU, YINGNIAN | 3.98 | 3.98 | 142 | 4 | 99% |
“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 3.97 n=30
- 23W 4.00 n=35
- 24W 3.96 n=34
- 24F 3.99 n=43