STA 4241: Statistical Learning
University of Central Florida
Simple and multiple linear regression, cross-validation, bootstraping, subset selection, shrinkage methods, dimension reduction, decision trees, bagging, random forests, boosting, principal components analysis, clustering methods.
Average GPA: 3.50
Grade distribution records: 324 students across 10 terms.
Grade distribution
| Grade | Students | Percent |
|---|---|---|
| A | 168 | 51.9% |
| A- | 30 | 9.3% |
| B+ | 39 | 12.0% |
| B | 35 | 10.8% |
| B- | 13 | 4.0% |
| C+ | 11 | 3.4% |
| C | 10 | 3.1% |
| C- | 1 | 0.3% |
| D- | 1 | 0.3% |
| F | 6 | 1.9% |
| W | 10 | 3.1% |
Based on 324 student grade records across 10 terms and 5 professors.
Instructors
- Chudamani Poudyal 120 students, Average GPA 3.40
- Hsin-Hsiung Huang 65 students, Average GPA 3.64
- Chung-Ching M Wang 62 students, Average GPA 3.24
- Aaron C Smith 54 students, Average GPA 3.73
- Xiyuan Liu 23 students, Average GPA 3.87