University of Iowa College of Engineering 14 courses 15 total credits
The minor in artificial intelligence: theory, methods, and applications requires 15 s.h. Students must maintain a grade-point average of at least 2.00 in all work for the minor. Coursework in the minor may not be taken as pass/nonpass. Enrollment in some courses for the minor may require prerequisites that will not count toward the minor. A maximum of 3 s.h. of transfer credit may be counted toward the minor with approval from the Electrical and Computer Engineering Undergraduate Committee.
| Total Credits | 15 credits |
Required Course
| Code | Course Title | Credits |
|---|---|---|
| ENGR:3110 | Introduction to Artificial Intelligence and Machine Learning in Engineering | 3 |
Theory
| Code | Course Title | Credits |
|---|---|---|
| ECE:5200 | Machine Learning | 3 |
| ECE:5225 | Statistical Foundations of Inference and Machine Learning | 3 |
| ECE:5240 | Deep Learning Theory | 3 |
Methods
| Code | Course Title | Credits |
|---|---|---|
| ECE:5215 | Applied Machine Learning | 3 |
| ECE:5250 | Large Language Models | 3 |
| ECE:5485 | Intelligent Vision and Image Understanding | 3 |
Applications
Support
| Code | Course Title | Credits |
|---|---|---|
| ECE:5320 | High Performance Computer Architecture | 3 |
| ECE:5420 | Power Electronics | 3 |
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