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Dibs Fall 2026 Sign in

MGMTMSA 434

Advanced Workshop on Machine Learning

Course statistics

Predicted GPA
3.82
n = 17 · 2 terms · ± 0.100
A range
100%
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.

  • 1123F
  • 2224F
Enrolment by term: 23F 11, 24F 22
Peak 22 Most recent 22 in 24F 2 terms on record

Grade distribution

  • A+ 8 · 24.2%
  • A 6 · 18.2%
  • A- 3 · 9.1%
  • S 13 · 39.4%
  • U 3 · 9.1%

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
VASHCHILENKO, DANYLO 3.89 3.95 17 small sample 2 100%

“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