Courses (2024)

FACULTY OF ENGINEERING
Department of Artificial Intelligence Engineering (September 2024)
Class	Term	Type	Class Code	Class Name	Theory	Practice.	Lab.	Credits	ECTS	Prerequisite
1. Class	1	Compulsory	ENG 111	Academic English I	3	0	0	3	3
1. Class	1	Compulsory	ATA 101	Principles of Atatürk and History of Turkish Revolution I	2	0	0	2	2
1. Class	1	Compulsory	GRS 121	Fundamentals of Entrepreneurship	0	2	0	1	1
1. Class	1	Compulsory	UHG 151	Introduction to University Life	2	0	0	2	2
1. Class	1	Compulsory	BİL 109	Programming and Computation I	3	0	0	3	4
1. Class	1	Compulsory	TUR 101	Turkish Language I	2	0	0	2	2
1. Class	1	Compulsory	MAT 121	Engıneering Mathematıics I	4	0	0	4	6
1. Class	1	Compulsory	MAT 201	Linear Algebra with Engineering Applications	3	0	0	3	4
1. Class	1	Compulsory	FZK 121	Engineering Physics I	3	0	2	4	6
				Total	22	2	2	24	30
Class	Term	Type	Class Code	Class Name	Theory	Practice.	Lab.	Credits	ECTS	Prerequisite
1. Class	2	Compulsory	ENG 112	Academic English II	3	0	0	3	3
1. Class	2	Compulsory	ATA 102	Principles of Atatürk and History of Turkish Revolution II	2	0	0	2	2
1. Class	2	Compulsory	UHG 152	Building the Future	1	0	0	1	1
1. Class	2	Compulsory	IYE 128	Workplace Education	2	0	0	2	1
1. Class	2	Compulsory	GRS 122	Entrepreneurship Project	0	2	0	1	1
1. Class	2	Compulsory	MAT 122	Engıneering Mathematıics II	4	0	0	4	6	MAT 121
1. Class	2	Compulsory	BİL 110	Programming and Computation II	3	0	0	3	4	BİL 109
1. Class	2	Compulsory	YZL 116	Object Oriented Programming	3	0	0	3	4
1. Class	2	Compulsory	FZK 124	Engineering Physics II	3	0	2	4	6
1. Class	2	Compulsory	TUR 102	Turkish Language I	2	0	0	2	2
				Total	23	2	2	25	30
Class	Term	Type	Class Code	Class Name	Theory	Practice.	Lab.	Credits	ECTS	Prerequisite
2. Class	3	Compulsory	IYU 227	Workplace Application I	0	6	0	3	3
2. Class	3	Compulsory	ENG 211	Academic English III	3	0	0	3	3
2. Class	3	Compulsory	BİL 205	Data Structures and Algorithms	3	0	0	3	6	BİL 110
2. Class	3	Compulsory	BİL 213	Discrete Computing Structures	3	0	0	3	6
2. Class	3	Compulsory	YZM 204	Introduction to Data Science	3	0	0	3	4
2. Class	3	Elective	SEÇTO 1	Non-Technical Elective I	3	0	0	3	3
2. Class	3	Compulsory	MAT 202	Differential Equations	4	0	0	4	5	MAT 121
				Total	19	6	0	22	30
Class	Term	Type	Class Code	Class Name	Theory	Practice.	Lab.	Credits	ECTS	Prerequisite
2. Class	4	Compulsory	IYU 228	Workplace Application II	0	6	0	3	3
2. Class	4	Compulsory	ENG 212	Academic English IV	3	0	0	3	3
2. Class	4	Compulsory	YZM 206	Introduction to Artificial Intelligence	3	0	0	3	8
2. Class	4	Compulsory	MAT 204	Probability and Statistics	3	0	0	3	5
2. Class	4	Compulsory	YZL 202	Introduction to Database Management Systems	3	0	0	3	6
2. Class	4	Elective	SEÇTO 2	Non-Technical Elective II	3	0	0	3	5
				Total	15	6	0	18	30
Class	Term	Type	Class Code	Class Name	Theory	Practice.	Lab.	Credits	ECTS	Prerequisite
3. Class	5	Compulsory	IYU 327	Workplace Application III	0	6	0	3	3
3. Class	5	Compulsory	MHK 301	Law Concepts for Engineering	1	0	0	1	1
3. Class	5	Compulsory	MAT 301	Numerical Methods and Scientific Computing	3	0	0	3	5
3. Class	5	Compulsory	YZM 305	Artificial Neural Networks	3	0	0	3	5
3. Class	5	Compulsory	YZM 303	Machine Learning	3	0	0	3	6
3. Class	5	Compulsory	YZM 307	Innovative Artificial Intelligence Applications	3	0	0	3	5
3. Class	5	Compulsory	YZM 309	Image Processing	3	0	0	3	5
				Total	16	6	0	19	30
Class	Term	Type	Class Code	Class Name	Theory	Practice.	Lab.	Credits	ECTS	Prerequisite
3. Class	6	Compulsory	IYD 328	Workplace Experience I	0	6	0	3	3
3. Class	6	Compulsory	YZM 306	Deep Learning	3	0	0	3	6	YZM 305
3. Class	6	Compulsory	YZL 312	Data Mining	3	0	0	3	5
3. Class	6	Compulsory	YZL 310	Software Project Management	3	0	0	3	6
3. Class	6	Elective	SEÇ 1	Technical Elective I	3	0	0	3	5
3. Class	6	Elective	SEÇ 2	Technical Elective II	3	0	0	3	5
				Total	15	6	0	18	30
Class	Term	Type	Class Code	Class Name	Theory	Practice.	Lab.	Credits	ECTS	Prerequisite
4. Class	7	Compulsory	IYD 427	Workplace Experience II	0	6	0	3	3
4. Class	7	Compulsory	YZM 400	Graduation Project I	0	2	0	1	2
4. Class	7	Compulsory	YZM 401	Big Data	3	0	0	3	5
4. Class	7	Elective	SEÇ 3	Technical Elective-III	3	0	0	3	5
4. Class	7	Elective	SEÇ 4	Technical Elective-IV	3	0	0	3	5
4. Class	7	Elective	SEÇ 5	Technical Elective-V	3	0	0	3	5
4. Class	7	Elective	SEÇ 6	Technical Elective-VI	3	0	0	3	5
				Total	12	8	0	19	30
Class	Term	Type	Class Code	Class Name	Theory	Practice.	Lab.	Credits	ECTS	Prerequisite
4. Class	8	Compulsory	IYD 428	Workplace Experience III	0	30	0	15	22
4. Class	8	Compulsory	YZM 402	Graduation Project II	0	10	0	5	8
				Total	0	40	0	20	30

 

Technical Elective Classes
Term	Type	Class Code	Class Name	Theory	Practice	Lab.	Credits	ECTS
6	Elective	YZM 304	Robotics	3	0	0	3	5
6	Elective	YZM 308	Generative Artificial Intelligence	3	0	0	3	5
7	Elective	YZM 407	Time Series Analysis	3	0	0	3	5
7	Elective	YZM 411	Computer Vision	3	0	0	3	5
7	Elective	YZM 413	Medical Imaging	3	0	0	3	5
7	Elective	YZM 415	Remote Sensing and Image Analysis	3	0	0	3	5
7	Elective	YZM 417	Autonomous Robots	3	0	0	3	5
7	Elective	YZM 403	Reinforcement Learning	3	0	0	3	5
7	Elective	YZM 423	Large Language Models	3	0	0	3	5