Curriculum

FIRST YEAR

FALL TERM

Course Code	Course Name	Credit	ECTS
BİL 113	Computer Programming I	4	8
MAT 101	Calculus I	4	7
İKT 213	Microeconomic Theory I	3	6
İŞL 161	Introduction to Finance	3	6
TÜR 101	Turkish Language I	2	2
İNG 001	English I	2	4
	Total	18	33

SPRING TERM

Course Code	Course Name	Credit	ECTS
BİL 211	Object-Oriented Design and Programming	4	8
MAT 102	Calculus II	4	7
BİL 132	Discrete Mathematics for Computer Science	3	6
YAP 101	Introduction to Data Science	3	6
TÜR 102	Turkish Language II	2	2
İNG 002	English II	2	4
UGİ 315	Entrepreneurship and Leadership	2	4
	Total	20	37

SUMMER TERM

Course Code	Course Name	Credit	ECTS
BİL 212	Data Structures	4	8
BİL 245	Linear Algebra and Applications	4	8
YAP 191	Critical Thinking	3	6
BİL 133	Combinatorics and Graph Theory	3	6
AİT 201	Atatürk's Principles and History of the Reforms I	2	2
İNG 003	Professional Writing Skills	2	4
	Total	18	34

SECOND YEAR

FALL TERM

Course Code	Course Name	Credit	ECTS
END 294	Operations Research I	3	6
BİL 214	Systems Programming	4	8
MAT 202	Differential Equations	3	6
BİL 345	Probability Theory	3	6
PSİ 103	Introduction to Psychology I	3	6
AİT 202	Atatürk's Principles and History of the Reforms II	2	2
İNG 004	Professional Presentation Skills	2	4
	Total	20	38

SPRING TERM

Course Code	Course Name	Credit	ECTS
BİL 331	Design and Analysis of Algorithms	3	6
END 214	Probability and Statistics II	3	6
END 395	Operations Research II	3	6
YAP 441	Artificial Intelligence	3	6
OEG 101	Introduction to Cooperative Education	1	2
İYD - 1	Second Foreign Language 1	3	5
	Total	16	31

SUMMER TERM

Course Code	Course Name	Credit	ECTS
OEG 200	Cooperative Education I	0	8
	Total	0	8

THIRD YEAR

FALL TERM

Course Code	Course Name	Credit	ECTS
BİL 372	Database Systems	4	8
YAP 470	Machine Learning	3	6
ASD – 1	Field Electives 1	3	6
ASD – 2	Field Electives 2	3	6
İYD - 2	Second Foreign Language 2	3	5
	Total	16	31

SPRING TERM

Course Code	Course Name	Credit	ECTS
OEG 300	Cooperative Education II	0	8
	Total	0	8

SUMMER TERM

Course Code	Course Name	Credit	ECTS
BİL 442	Deep Learning	3	6
YAP 495	Innovative Artificial Intelligence Applications	1	2
BİL 476	Data Mining	3	6
ASD – 3	Field Electives 3	3	6
ASD – 4	Field Electives 4	3	6
İYD - 3	Second Foreign Language 3	3	5
	Total	16	31

FOURTH YEAR

FALL TERM

Course Code	Course Name	Credit	ECTS
OEG 400	Cooperative Education III	0	8
	Total	0	8

SPRING TERM

Course Code	Course Name	Credit	ECTS
YAP 496	Graduation Design Project	4	7
ASD – 5	Field Electives 5	3	6
ASD – 6	Field Electives 6	3	6
ASD – 7	Field Electives 7	3	6
İYD - 4	Second Foreign Language 4	3	5
	Total	16	30

Courses in The Field of Artificial Intelligence

Course Code	Course Name	Credit	ECTS
ELE 371	Signals and Systems	3	6
BİL 467	Image Processing	3	6
BİL 481	Software Engineering	3	6
BİL 486	Introduction to Robotics	3	6
BİL 571	Natural Language Processing	3	6
BİL 587	Computer Vision	3	6
BİL 576	Information Retrieval Systems	3	6
END 507	Heuristic Search Methods	3	6
BİL 415	Social Networks	3	6
YAP 490	Research Project I	3	6
YAP 491	Research Project II	3	6

Courses in The Field of Finance

Course Code	Course Name	Credit	ECTS
İKT 214	Microeconomic Theory II	3	6
İKT 233	Macroeconomic Theory I	3	6
İKT 234	Macroeconomic Theory II	3	6
İŞL 362	Financial Markets and Institutions	3	6
YAP 472	Financial Modelling	3	6
END 321	Stochastic Models	3	6
İKT 351	Econometrics I	3	6
İŞL 461	Risk Management	3	6
İKT 451	Applied Econometrics: Time Series Analysis	3	6
İŞL 462	Investment Analysis and Portfolio Management	3	6
BİL 481	Software Engineering	3	6
END 507	Heuristic Search Methods	3	6
YAP 471	Computational Finance	3	6
BİL 415	Social Networks	3	6
BİL 574	Computational Intelligence in Finance	3	6
YAP 490	Research Project I	3	6
YAP 491	Research Project II	3	6

*Students who will take the related course must submit detailed project proposal to the department chair during the registration week. Students whose project proposal is accepted by the department chair can register for the course.

**Students who will specialize in Finance must choose YAP 471 Computational Finance as one of the Area Elective courses.

***At the end of the 5th semester, students will choose one of the fields of artificial intelligence or finance as their specialization. In the following semesters, the students will select the elective courses from the list of elective courses.