CMPSC 165A: ARTIF INTELLIGENCE
University of California, Santa Barbara
Introduction to the field of artificial intelligence, which seeks to unders tand and build intelligent computational systems. Topics include intelligen t agents, problem solving and heuristic search, knowledge representation an d reasoning, uncertainty and probabilistic reasoning, machine learning, rei nforcement learning, and responsible AI.
Average GPA: 3.32
Grade distribution records: 1,745 students across 25 terms.
Grade distribution
| Grade | Students | Percent |
|---|---|---|
| A+ | 232 | 13.3% |
| A | 449 | 25.7% |
| A- | 249 | 14.3% |
| B+ | 245 | 14.0% |
| B | 212 | 12.1% |
| B- | 124 | 7.1% |
| C+ | 68 | 3.9% |
| C | 63 | 3.6% |
| C- | 37 | 2.1% |
| D+ | 7 | 0.4% |
| D | 16 | 0.9% |
| D- | 3 | 0.2% |
| F | 40 | 2.3% |
Based on 1,745 student grade records across 25 terms and 5 professors.
Instructors
- Yan X 1,180 students, Average GPA 3.36
- Wang Yuxiang 222 students, Average GPA 3.21
- Preiss J A 126 students, Average GPA 3.28
- Singh A K 116 students, Average GPA 2.96
- Beyeler M 101 students, Average GPA 3.58