Artificial Intelligence and Data Engineering Course Plan

Student's Catalog Term: Between 2021-2022 Fall Semester and 2024-2025 Fall Semester

1. Semester

Course CodeCourse TitleCreditTheoreticalTutorialLab.ECTSTypeCompulsory/ElectiveSemester
FIZ 101E
Physics I33004.5BSC1
FIZ 101EL
Physics I Laboratory10021.5BSC1
BLG 101E
Introduction to Information Systems21205BEC1
YZV 103E
Introduction to Artificial Intelligence and Data Engineering and Ethics1.51105BEC1
MAT 103E
Mathematics I43206BSC1
MAT 281E
Linear Algebra and Applications33004BSC1
ING 100
EAP Through Global Goals33003.5GEC1

2. Semester

Course CodeCourse TitleCreditTheoreticalTutorialLab.ECTSTypeCompulsory/ElectiveSemester
MAT 104E
Mathematics II43206.5BSC2
BLG 112E
Discrete Mathematics33005BSC2
YZV 104E
Introduction to Programming .for Data Science (Python)43207BEC2
FIZ 102E
Physics II33004.5BSC2
FIZ 102EL
Physics II Laboratory10021.5BSC2
ING 112A
Basics of Academic Writing22003.5GEC2
DAN 102
Entrepreneurship and Career Advising00201GEC2
TUR 121
Turkish I02002GEC2

3. Semester

Course CodeCourse TitleCreditTheoreticalTutorialLab.ECTSTypeCompulsory/ElectiveSemester
YZV 201E
Data Structures3.53107.5BEC3
YZV 211E
Introduction to Data Science and Engineering33007.5BEC3
YZV 231E
Probability and Statistics for Data Science44007.5BSC3
ING 201A
Essentials of Research Paper Writing22003.5GEC3
TUR 122
Turkish II02002GEC3
 3th Semester Elective Courses3   4GEE3

4. Semester

Course CodeCourse TitleCreditTheoreticalTutorialLab.ECTSTypeCompulsory/ElectiveSemester
BLG 311E
Formal Languages and Automata33005BSC4
BLG 454E
Learning From Data33005BEC4
BLG 202E
Numerical Methods in Computer Engineering33005BSC4
YZV 202E
Optimization for Data Science33005.5BEC4
BLG 252E
Object Oriented Programming33005EDC4
YZV 212E
Fund.ofArtificial Intelligence33005.5EDC4

5. Semester

Course CodeCourse TitleCreditTheoreticalTutorialLab.ECTSTypeCompulsory/ElectiveSemester
YZV 303E
Deep Learning33006EDC5
BLG 317E
Database Systems33004.5EDC5
BLG 335E
Analysis of Algorithms I33004.5EDC5
YZV 311E
33006EDC5
ATA 121
History of Turkish Revolution I02002GEC5
YZV 401E
Legal Aspects of Artificial Intelligence and Data Engineering22002GEC5
 5th Semester Elective Courses3   4/5BEE5

6. Semester

Course CodeCourse TitleCreditTheoreticalTutorialLab.ECTSTypeCompulsory/ElectiveSemester
YZV 322E
Applied Data Engineering20048.5BEC6
BLG 336E
Analysis of Algorithms II33005EDC6
YZV 405E
Natural Language Processing33007EDC6
YZV 416E
Computer Vision33007EDC6
 6th Semester Elective Courses3   4/5BEE6

7. Semester

Course CodeCourse TitleCreditTheoreticalTutorialLab.ECTSTypeCompulsory/ElectiveSemester
YZV 411E
Big Data Analytics33006EDC7
YZV 4901E
Artificial Intelligence and Data Engineering Design I31408EDC7
YZV 406E
Robotics33005EDC7
 7th Semester Elective Courses3   5/8EDE7
 7th Semester Elective Courses3   4GEE7

8. Semester

Course CodeCourse TitleCreditTheoreticalTutorialLab.ECTSTypeCompulsory/ElectiveSemester
ATA 122
History of Turkish Revolution II02002GEC8
EKO 201E
Economics33004GEC8
YZV 4902E
Artificial Intelligence and Data Engineering Design II518012EDC8
 8th Semester Elective Courses3   5/8EDE8
 8th Semester Elective Courses3   5/8EDE8

TOTAL CREDIT : 128  TOTAL ECTS : 240