STA 6714: Data Preparation
University of Central Florida
Variable selections, missing value imputation, text, time series, and new data preparation method will be covered. The Enterprise Miner (R or Python) will be used.
Average GPA: 3.80
Grade distribution records: 364 students across 14 terms.
Grade distribution
| Grade | Students | Percent |
|---|---|---|
| A | 269 | 73.9% |
| A- | 24 | 6.6% |
| B+ | 32 | 8.8% |
| B | 19 | 5.2% |
| B- | 3 | 0.8% |
| C+ | 3 | 0.8% |
| C | 5 | 1.4% |
| F | 1 | 0.3% |
| S | 2 | 0.5% |
| W | 5 | 1.4% |
Based on 364 student grade records across 14 terms and 5 professors.
Instructors
- Aaron C Smith 144 students, Average GPA 3.80
- Hsin-Hsiung Huang 98 students, Average GPA 3.76
- Chung-Ching M Wang 80 students, Average GPA 3.79
- Alexander Mantzaris 25 students, Average GPA 3.84
- Fei Qian 17 students, Average GPA 3.95