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Artificial Intelligence and Data Engineering Course Plan
Student's Catalog Term: Between 2021-2022 Fall Semester and 2024-2025 Fall Semester
1. Semester
Course Code | Course Title | Credit | Theoretical | Tutorial | Lab. | ECTS | Type | Compulsory/Elective | Semester |
FIZ 101E | Physics I | 3 | 3 | 0 | 0 | 4.5 | BS | C | 1 |
FIZ 101EL | Physics I Laboratory | 1 | 0 | 0 | 2 | 1.5 | BS | C | 1 |
BLG 101E | Introduction to Information Systems | 2 | 1 | 2 | 0 | 5 | BE | C | 1 |
YZV 103E | Introduction to Artificial Intelligence and Data Engineering and Ethics | 1.5 | 1 | 1 | 0 | 5 | BE | C | 1 |
MAT 103E | Mathematics I | 4 | 3 | 2 | 0 | 6 | BS | C | 1 |
MAT 281E | Linear Algebra and Applications | 3 | 3 | 0 | 0 | 4 | BS | C | 1 |
ING 100 | EAP Through Global Goals | 3 | 3 | 0 | 0 | 3.5 | GE | C | 1 |
2. Semester
Course Code | Course Title | Credit | Theoretical | Tutorial | Lab. | ECTS | Type | Compulsory/Elective | Semester |
MAT 104E | Mathematics II | 4 | 3 | 2 | 0 | 6.5 | BS | C | 2 |
BLG 112E | Discrete Mathematics | 3 | 3 | 0 | 0 | 5 | BS | C | 2 |
YZV 104E | Introduction to Programming .for Data Science (Python) | 4 | 3 | 2 | 0 | 7 | BE | C | 2 |
FIZ 102E | Physics II | 3 | 3 | 0 | 0 | 4.5 | BS | C | 2 |
FIZ 102EL | Physics II Laboratory | 1 | 0 | 0 | 2 | 1.5 | BS | C | 2 |
ING 112A | Basics of Academic Writing | 2 | 2 | 0 | 0 | 3.5 | GE | C | 2 |
DAN 102 | Entrepreneurship and Career Advising | 0 | 0 | 2 | 0 | 1 | GE | C | 2 |
TUR 121 | Turkish I | 0 | 2 | 0 | 0 | 2 | GE | C | 2 |
3. Semester
Course Code | Course Title | Credit | Theoretical | Tutorial | Lab. | ECTS | Type | Compulsory/Elective | Semester |
YZV 201E | Data Structures | 3.5 | 3 | 1 | 0 | 7.5 | BE | C | 3 |
YZV 211E | Introduction to Data Science and Engineering | 3 | 3 | 0 | 0 | 7.5 | BE | C | 3 |
YZV 231E | Probability and Statistics for Data Science | 4 | 4 | 0 | 0 | 7.5 | BS | C | 3 |
ING 201A | Essentials of Research Paper Writing | 2 | 2 | 0 | 0 | 3.5 | GE | C | 3 |
TUR 122 | Turkish II | 0 | 2 | 0 | 0 | 2 | GE | C | 3 |
3th Semester Elective Courses | 3 | 4 | GE | E | 3 |
4. Semester
Course Code | Course Title | Credit | Theoretical | Tutorial | Lab. | ECTS | Type | Compulsory/Elective | Semester |
BLG 311E | Formal Languages and Automata | 3 | 3 | 0 | 0 | 5 | BS | C | 4 |
BLG 454E | Learning From Data | 3 | 3 | 0 | 0 | 5 | BE | C | 4 |
BLG 202E | Numerical Methods in Computer Engineering | 3 | 3 | 0 | 0 | 5 | BS | C | 4 |
YZV 202E | Optimization for Data Science | 3 | 3 | 0 | 0 | 5.5 | BE | C | 4 |
BLG 252E | Object Oriented Programming | 3 | 3 | 0 | 0 | 5 | ED | C | 4 |
YZV 212E | Fund.ofArtificial Intelligence | 3 | 3 | 0 | 0 | 5.5 | ED | C | 4 |
5. Semester
Course Code | Course Title | Credit | Theoretical | Tutorial | Lab. | ECTS | Type | Compulsory/Elective | Semester |
YZV 303E | Deep Learning | 3 | 3 | 0 | 0 | 6 | ED | C | 5 |
BLG 317E | Database Systems | 3 | 3 | 0 | 0 | 4.5 | ED | C | 5 |
BLG 335E | Analysis of Algorithms I | 3 | 3 | 0 | 0 | 4.5 | ED | C | 5 |
YZV 311E | 3 | 3 | 0 | 0 | 6 | ED | C | 5 | |
ATA 121 | History of Turkish Revolution I | 0 | 2 | 0 | 0 | 2 | GE | C | 5 |
YZV 401E | Legal Aspects of Artificial Intelligence and Data Engineering | 2 | 2 | 0 | 0 | 2 | GE | C | 5 |
5th Semester Elective Courses | 3 | 4/5 | BE | E | 5 |
6. Semester
Course Code | Course Title | Credit | Theoretical | Tutorial | Lab. | ECTS | Type | Compulsory/Elective | Semester |
YZV 322E | Applied Data Engineering | 2 | 0 | 0 | 4 | 8.5 | BE | C | 6 |
BLG 336E | Analysis of Algorithms II | 3 | 3 | 0 | 0 | 5 | ED | C | 6 |
YZV 405E | Natural Language Processing | 3 | 3 | 0 | 0 | 7 | ED | C | 6 |
YZV 416E | Computer Vision | 3 | 3 | 0 | 0 | 7 | ED | C | 6 |
6th Semester Elective Courses | 3 | 4/5 | BE | E | 6 |
7. Semester
Course Code | Course Title | Credit | Theoretical | Tutorial | Lab. | ECTS | Type | Compulsory/Elective | Semester |
YZV 411E | Big Data Analytics | 3 | 3 | 0 | 0 | 6 | ED | C | 7 |
YZV 4901E | Artificial Intelligence and Data Engineering Design I | 3 | 1 | 4 | 0 | 8 | ED | C | 7 |
YZV 406E | Robotics | 3 | 3 | 0 | 0 | 5 | ED | C | 7 |
7th Semester Elective Courses | 3 | 5/8 | ED | E | 7 | ||||
7th Semester Elective Courses | 3 | 4 | GE | E | 7 |
8. Semester
Course Code | Course Title | Credit | Theoretical | Tutorial | Lab. | ECTS | Type | Compulsory/Elective | Semester |
ATA 122 | History of Turkish Revolution II | 0 | 2 | 0 | 0 | 2 | GE | C | 8 |
EKO 201E | Economics | 3 | 3 | 0 | 0 | 4 | GE | C | 8 |
YZV 4902E | Artificial Intelligence and Data Engineering Design II | 5 | 1 | 8 | 0 | 12 | ED | C | 8 |
8th Semester Elective Courses | 3 | 5/8 | ED | E | 8 | ||||
8th Semester Elective Courses | 3 | 5/8 | ED | E | 8 |
TOTAL CREDIT : 128 TOTAL ECTS : 240