CMPSC 5A: INTRO DATA SCI 1
University of California, Santa Barbara
Introduction to data science methods and Python programming language for st udents with little to no experience in the subjects. Topics include foundat ional programming concepts, problem-solving strategies and code design, and data science concepts as table operations, exploratory data analysis, basi c probability.
Average GPA: 3.39
Grade distribution records: 1,591 students across 14 terms.
Grade distribution
| Grade | Students | Percent |
|---|---|---|
| A+ | 383 | 24.1% |
| A | 544 | 34.2% |
| A- | 182 | 11.4% |
| B+ | 96 | 6.0% |
| B | 98 | 6.2% |
| B- | 63 | 4.0% |
| C+ | 33 | 2.1% |
| C | 33 | 2.1% |
| C- | 34 | 2.1% |
| D+ | 14 | 0.9% |
| D | 15 | 0.9% |
| D- | 8 | 0.5% |
| F | 88 | 5.5% |
Based on 1,591 student grade records across 14 terms and 5 professors.
Instructors
- Solis S W 739 students, Average GPA 3.37
- Griessbaum N 325 students, Average GPA 3.40
- Conrad P T 316 students, Average GPA 3.50
- Tanna A A 249 students, Average GPA 3.40
- Kharitonova Y 31 students, Average GPA 3.08