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APMA 3150

From Data to Knowledge
Last taught: Fall 2026
3.8 Rating
3.0 Difficulty
3.74 GPA

Instructor
3.5
Enjoyability
4.0
Difficulty
3.0
Recommend
4.0

Reading
0.0
Writing
0.0
Group Work
4.5
Other
4.0

Total Hours / Week

Hours 8.5

Grade Distribution

A+: 24 (17.5%)A: 67 (48.9%)A-: 18 (13.1%)B+: 16 (11.7%)B: 7 (5.1%)B-: 2 (1.5%)DFW: 3 (2.2%)
Average GPA 3.74
Students Measured 137

2 Reviews

Add Review
Anonymous Fall 2025
2.67 Average

This class had a system change. Now, everything is super difficult with in person theory / written AND coding exams. The assignments are also not an easy 100% since they are all weighted differently and you don't know how it will lean. But, lots of bonus opportunities which is helpful I guess.

Instructor 2.0
Enjoyability 3.0
Recommend 3.0
Difficulty 4.0
Hours/Week 10.0
Anonymous Fall 2024
5.00 Average

This is a great course to take to fulfill your APMA requirement or to complete the minor. The course was well-paced and the material was super straight-forward. There were a lot of assignments, but they were typically pretty fast and it was pretty much all based on stuff that was clearly explained in lecture. Professor Li is one of my favorite professors at UVA; she created a very happy environment in the classroom. I totally recommend this course!

Instructor 5.0
Enjoyability 5.0
Recommend 5.0
Difficulty 2.0
Hours/Week 7.0