PSTAT 10: DATA SCIENCE PRINC
University of California, Santa Barbara
Fundamentals of programming for data science using R. Descriptive statistic s, distributions and graphics in R. Relational database management systems including the relational model, relational algebra, database design princip les and data manipulation using SQL. An introduction to the concept of big data.
Average GPA: 3.00
Grade distribution records: 7,662 students across 33 terms.
Grade distribution
| Grade | Students | Percent |
|---|---|---|
| A+ | 141 | 1.8% |
| A | 2,059 | 26.9% |
| A- | 669 | 8.7% |
| B+ | 850 | 11.1% |
| B | 1,352 | 17.6% |
| B- | 530 | 6.9% |
| C+ | 484 | 6.3% |
| C | 899 | 11.7% |
| C- | 226 | 2.9% |
| D+ | 21 | 0.3% |
| D | 61 | 0.8% |
| D- | 1 | 0.0% |
| F | 369 | 4.8% |
Based on 7,662 student grade records across 33 terms and 12 professors.
Instructors
- Holmes D E 5,017 students, Average GPA 2.89
- Ravat U V 1,264 students, Average GPA 3.07
- Wainwright B 936 students, Average GPA 3.22
- Natido A 273 students, Average GPA 3.48
- Inston J R 103 students, Average GPA 3.22
- Sturm I N 85 students, Average GPA 3.29
- Pandey P 55 students, Average GPA 3.31
- Spencer E B 50 students, Average GPA 2.90
- Tabatabai-Yaz 46 students, Average GPA 3.80
- Liu Robin 43 students, Average GPA 3.44
- Katz I T 37 students, Average GPA 3.25
- Wang Yuanbo 34 students, Average GPA 2.79