STATS 413
Machine Learning
Course statistics
- Predicted GPA
- 3.93
- n = 134 · 4 terms · ± 0.045
- A range
- 99%
- of letter grades
- Taken P/NP
- 0%
- — of those passed
- D / F / W
- 0.7%
- 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.
- 2622S
- 3722F
- 3723F
- 3424F
Peak 37
Most recent
34
in 24F
4 terms on record
Grade distribution
- A+ 10 · 7.4%
- A 118 · 87.4%
- A- 5 · 3.7%
- F 1 · 0.7%
- I 1 · 0.7%
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 | 3.96 | 3.96 | 134 | 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
- 22S 4.00 n=26
- 22F 3.98 n=37
- 23F 4.00 n=37
- 24F 3.86 n=34