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APMA 3150

From Data to Knowledge
Last taught: Fall 2026
5.0 Rating
3.0 Difficulty
3.81 GPA

Instructor
5.0
Enjoyability
5.0
Difficulty
3.0
Recommend
5.0

Reading
2.0
Writing
0.0
Group Work
2.0
Other
3.0

Total Hours / Week

Hours 7.0

Grade Distribution

A+: 26 (9.3%)A: 173 (61.6%)A-: 45 (16.0%)B+: 18 (6.4%)B: 7 (2.5%)B-: 6 (2.1%)C+: 2 (0.7%)C: 3 (1.1%)DFW: 1 (0.4%)
Average GPA 3.81
Students Measured 281

1 Review

Add Review
Anonymous Spring 2026
5.00 Average

Best APMA professor fr. Slide based lectures that include live demos of the content. Open to any questions, and has a question press to test your knowledge during class and keep you active. If you miss lecture there are recorded lectures! Exams are pretty straight forward and if you study the content or actually do the homeworks then you'll be good to go! Open note in coding tests helps but you might still run out of time so make sure to be quick and make a good reference guide! Content wise I think this is a very complete and nice course that touches on a lot of stats/prob/data concepts, however with actual applications! I'd 100% recommend for people interested in R and its applications with data!

Instructor 5.0
Enjoyability 5.0
Recommend 5.0
Difficulty 3.0
Hours/Week 7.0