Student's Catalog Term: After 2024-2025 Fall Semester

1. Semester

Course Code	Course Title	Credit	Theoretical	Tutorial	Lab.	ECTS	Type	Compulsory/Elective	Semester
ING 100	EAP Through Global Goals	3	3	0	0	3.5	GE	C	1
MAT 103E	Mathematics I	4	3	2	0	6	BS	C	1
VBA 111E	Introduction to Data Science and Analytics	2	2	0	0	4	ED	C	1
VBA 113E	Foundations of Algorithm and Programming	3	3	0	0	6.5	BE	C	1
VBA 115E	Fundamentals of Linux	3	3	0	0	5	BE	C	1
VBA 210E	Linear Algebra and Applications	3	3	0	0	4.5	BS	C	1

2. Semester

Course Code	Course Title	Credit	Theoretical	Tutorial	Lab.	ECTS	Type	Compulsory/Elective	Semester
ING 112A	Basics of Academic Writing	2	2	0	0	3.5	GE	C	2
MAT 104E	Mathematics II	4	3	2	0	6.5	BS	C	2
VBA 124E	Object Oriented Programming	3	3	0	0	7.5	BE	C	2
VBA 122E	Discrete Mathematics	3	3	0	0	5	BS	C	2
VBA 252E	Theory of Probability	3	3	0	0	7	BS	C	2
DAN 102	Entrepreneurship and Career Advising	0	0	2	0	1	GE	C	2

3. Semester

Course Code	Course Title	Credit	Theoretical	Tutorial	Lab.	ECTS	Type	Compulsory/Elective	Semester
TUR 121	Turkish I	0	2	0	0	2	GE	C	3
ATA 121	History of Turkish Revolution I	0	2	0	0	2	GE	C	3
VBA 311E	Statistics	3	3	0	0	6	BS	C	3
VBA 213E	Data Visualization	3	3	0	0	5	ED	C	3
VBA 215E	Database Management Systems	3	3	0	0	5	ED	C	3
VBA 211E	Deterministic Models in Data Science	3	3	0	0	6	BE	C	3
	Elective Course(ITB-1)	3				4	GE	E	3

4. Semester

Course Code	Course Title	Credit	Theoretical	Tutorial	Lab.	ECTS	Type	Compulsory/Elective	Semester
TUR 122	Turkish II	0	2	0	0	2	GE	C	4
ATA 122	History of Turkish Revolution II	0	2	0	0	2	GE	C	4
VBA 222E	Data Structures and Algorithms	3	3	0	0	6	BE	C	4
VBA 312E	Data Analytics	3	3	0	0	6	ED	C	4
VBA 224E	Stochastic Models in Data Science	3	3	0	0	6	BE	C	4
	Restricted Elective Crs.(MT-1)	3/3.5				4/6/8	ED	E	4
	Elective Course (ITB-2)	3				4	GE	E	4

5. Semester

Course Code	Course Title	Credit	Theoretical	Tutorial	Lab.	ECTS	Type	Compulsory/Elective	Semester
VBA 313E	Deep Learning	3	3	0	0	8	ED	C	5
VBA 315E	Machine Learning	3	3	0	0	7	ED	C	5
VBA 317E	Signal and Image Analytics	3	3	0	0	5	ED	C	5
VBA 319E	Ethics and Law in Data Science	3	3	0	0	3	GE	C	5
	Restricted Elective Crs.(MT-2)	3/3.5				4/6/8	ED	E	5
	Restricted Elective Crs.(MT-3)	3/3.5				4/6/8	ED	E	5

6. Semester

Course Code	Course Title	Credit	Theoretical	Tutorial	Lab.	ECTS	Type	Compulsory/Elective	Semester
VBA 322E	Computer Vision	3	3	0	0	6	ED	C	6
VBA 324E	Fundamentals of Natural Language Processing	3	3	0	0	6	ED	C	6
VBA 326E	Big Data and Analytics	3	3	0	0	7	ED	C	6
VBA 328E	High Performance Computing	3	3	0	0	7	ED	C	6
	Restricted Elective Crs.(MT-4)	3/3.5				4/6/8	ED	E	6

7. Semester

Course Code	Course Title	Credit	Theoretical	Tutorial	Lab.	ECTS	Type	Compulsory/Elective	Semester
VBA 411E	Internet of Things	3	3	0	0	6	ED	C	7
VBA 413E	Cyber Security	3	3	0	0	7	ED	C	7
VBA 4901E	Graduation Project I	4	1	6	0	8	ED	C	7
	Restricted Elective Crs.(MT-5)	3/3.5				4/6/8	ED	E	7
	Elective Course (MT-1)	3/3.5				4/5.5/6/8	ED	E	7

8. Semester

Course Code	Course Title	Credit	Theoretical	Tutorial	Lab.	ECTS	Type	Compulsory/Elective	Semester
VBA 422E	Cloud Computing	3	3	0	0	8	ED	C	8
VBA 4902E	Graduation Project II	4	1	6	0	10	ED	C	8
	Elective Course (MT-2)	3/3.5				4/5.5/6/8	ED	E	8
	Elective Course (MT-3)	3/3.5				4/5.5/6/8	ED	E	8
	Elective Course (ITB-3)	3				4	GE	E	8

TOTAL CREDIT : 128 TOTAL ECTS : 240