MSc in Artificial Intelligence Engineering (Thesis/English)
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1st semester
Code Course name Credit ECTS
UFND 5500 Research Methods and Ethics 3-0-3 8
AIE 5501 Fundamentals of Artificial Intelligence Engineering 3-0-3 8
MATH xxxx Restricted Elective Course 3-0-3 8
AIE xxxx Area Elective 1 3-0-3 8
Total Credits 12 32

 

2nd semester
Code Course name Credit ECTS
AIE xxxx Area Elective 2 3-0-3 8
XXXX _ Elective 1 3-0-3 8
XXXX _ Elective 2 3-0-3 8
AIE 5590 Seminar 0 4
  Total Credits 9 28

 

 

3rd semester
Code Course name Credit ECTS
AIE 5599 Thesis 0 30
Total Credits 0 30

 

4. semester
Code Course name Credit ECTS
AIE 5599 Thesis 0 30
  Total Credits 0 30

 

Restricted Elective Courses
Code Course name Credit ECTS
MATH 5541 Advanced Linear Algebra and Applications 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 5542 Optimization 3-0-3 8
MATH 5543 Numerical methods 3-0–3 8

 

 

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 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 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
EEE 5579 Advanced Robotics 3-0-3 8
EEE 5553 Digital Image Processing for Industrial Applications 3-0-3 8
IE 5554 Intuitive Optimization 3-0-3 8
MATH 5541 Advanced Linear Algebra and Applications 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 5542 Optimization 3-0-3 8
MATH 5543 Numerical methods 3-0-3 8
AIE 5596 Current Topics in Artificial Intelligence Engineering 3-0-3 8
AIE 5500 Erasmus Student Placement 0 8

 

 

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