MAP 4112: Mathematical Foundations of Machine Learning and Artificial Intelligence
University of Central Florida
Machine Learning, Artificial Intelligence, Expectation Maximalization algorithm, Projections Principal Component Analysis, Mixture Models, Support Vector Machines, Kernel methods.
Average GPA: 2.68
Grade distribution records: 223 students across 7 terms.
Grade distribution
| Grade | Students | Percent |
|---|---|---|
| A | 50 | 22.4% |
| A- | 1 | 0.4% |
| B+ | 3 | 1.3% |
| B | 53 | 23.8% |
| B- | 9 | 4.0% |
| C+ | 4 | 1.8% |
| C | 49 | 22.0% |
| C- | 5 | 2.2% |
| D | 8 | 3.6% |
| F | 12 | 5.4% |
| W | 29 | 13.0% |
Based on 223 student grade records across 7 terms and 4 professors.
Instructors
- Carlos Eduardo Cardoso Borges 66 students, Average GPA 2.91
- Gerrit Welper 65 students, Average GPA 2.35
- Teng Zhang 56 students, Average GPA 2.86
- Aritra Dutta 36 students, Average GPA 2.56