| Area Elective Courses |
| Code |
Course name |
Credit |
ECTS |
| AIE 5502 |
Machine Learning |
3-0-3 |
8 |
| AIE 5503 |
Artificial Intelligence Programming |
3-0-3 |
8 |
| AIE 5504 |
Artificial Neural Networks and Applications |
3-0-3 |
8 |
| AIE 5505 |
Deep Learning |
3-0-3 |
8 |
| AIE 5506 |
Big Data Analytics |
3-0-3 |
8 |
| AIE 5507 |
Introduction to Cognitive Science |
3-0-3 |
8 |
| AIE 5508 |
Brain Computer Interface |
3-0-3 |
8 |
| AIE 5509 |
Biomedical and Bioinformatics Applications of Artificial Intelligence |
3-0-3 |
8 |
| AIE 5510 |
Robot Motion Planning |
3-0-3 |
8 |
| AIE 5511 |
Artificial Intelligence in Telecommunications Networks |
3-0-3 |
8 |
| AIE 5512 |
Reinforcement Learning in Dynamic Environments |
3-0-3 |
8 |
| AIE 5513 |
Game Theory in AI |
3-0-3 |
8 |
| AIE 5596 |
Current Topics in Artificial Intelligence Engineering |
3-0-3 |
8 |
| AIE 5601 |
Statistical Learning Theory |
3-0-3 |
8 |
| COMP 5518 |
Biometric |
3-0-3 |
8 |
| COMP 5525 |
Natural Language Processing |
3-0-3 |
8 |
| COMP 5526 |
Evolutionary Computing |
3-0-3 |
8 |
| COMP 5533 |
Data Mining |
3-0-3 |
8 |
| COMP 5543 |
Metaheuristic Optimization Algorithms |
3-0-3 |
8 |
| COMP 5658 |
Modern Heuristics |
3-0-3 |
8 |
| EEE 5517 |
Sensor Networking Architecture |
3-0-3 |
8 |
| EEE 5522 |
Smart Grids |
3-0-3 |
8 |
| EEE 5544 |
Biomedical Instrumentation |
3-0-3 |
8 |
| EEE 5553 |
Digital Image Processing for Industrial Applications |
3-0-3 |
8 |
| EEE 5560 |
Electronic Instrumentation |
3-0-3 |
8 |
| EEE 5579 |
Advanced Robotics |
3-0-3 |
8 |
| IE 5554 |
Intuitive Optimization |
3-0-3 |
8 |
| MATH 5539 |
Probability Theory and Random Processes |
3-0-3 |
8 |
| MATH 5540 |
Introduction to Statistical Analysis and Data Mining |
3-0-3 |
8 |
| MATH 5541 |
Advanced Linear Algebra and Applications |
3-0-3 |
8 |
| MATH 5542 |
Optimization |
3-0-3 |
8 |
| MATH 5543 |
Numerical Methods |
3-0-3 |
8 |
| SOFL 5500* |
Academic Writing for Graduates |
3-0-3 |
8 |
| EEE 5500 |
Erasmus Student Placement |
3-0-3 |
8 |
