ECE 180: INTRO DEEP LEARNING
University of California, Santa Barbara
Introduction to multilayered neural networks, early models of perceptrons a nd associative memory; back-propagation learning; convolutional neural netw orks; recurrent neural networks; attention models; applications to natural language processing and computer vision.
Average GPA: 3.61
Grade distribution records: 378 students across 5 terms.
Grade distribution
| Grade | Students | Percent |
|---|---|---|
| A+ | 30 | 7.9% |
| A | 146 | 38.6% |
| A- | 91 | 24.1% |
| B+ | 50 | 13.2% |
| B | 30 | 7.9% |
| B- | 15 | 4.0% |
| C+ | 5 | 1.3% |
| C | 7 | 1.9% |
| D | 3 | 0.8% |
| F | 1 | 0.3% |
Based on 378 student grade records across 5 terms and 2 professors.
Instructors
- Qin Yao 244 students, Average GPA 3.74
- Manjunath B S 134 students, Average GPA 3.38