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Artificial Intelligence and Data Engineering Course Plan
Student's Catalog Term: Before 2021-2022 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 101E | Introduction to Artificial Intelligence and Data Engineering and Ethics | 1.5 | 1 | 1 | 0 | 8.5 | 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 |
| DAN 101 | Academic Advising | 1 | 0 | 2 | 0 | 1 | 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 102E | Introduction to Programming .for Data Science (Python) | 4 | 3 | 2 | 0 | 8.5 | 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 112 | English I | 3 | 3 | 0 | 0 | 3.5 | 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 201 | English III | 3 | 3 | 0 | 0 | 3.5 | 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 |
| MAT 210E | Engineering Mathematics | 4 | 4 | 0 | 0 | 5.5 | BS | C | 4 |
| 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 |
| 4th Semester Elective Courses | 3 | 4 | GE | E | 4 |
5. Semester
| Course Code | Course Title | Credit | Theoretical | Tutorial | Lab. | ECTS | Type | Compulsory/Elective | Semester |
| YZV 302E | Deep Learning | 3 | 3 | 0 | 0 | 8 | 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 312E | Data Mining | 3 | 3 | 0 | 0 | 8 | ED | C | 5 |
| TUR 101 | Turkish I | 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 |
| TUR 102 | Turkish II | 2 | 2 | 0 | 0 | 2 | GE | C | 6 |
| DAN 301E | Career Advising | 1 | 0 | 2 | 0 | 1 | GE | C | 6 |
| YZV 321E | Fund.ofArtificial Intelligence | 3 | 3 | 0 | 0 | 8.5 | 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 |
| ATA 101 | History of Turkish Revolution I | 2 | 2 | 0 | 0 | 2 | GE | C | 7 |
| YZV 401E | Legal Aspects of Artificial Intelligence and Data Engineering | 2 | 2 | 0 | 0 | 2 | GE | C | 7 |
| 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 |
| 7th Semester Elective Courses | 3 | 4/5 | BE | E | 7 | ||||
| 3 | 5/7 | ED | E | 7 | |||||
| 7th Semester Elective Courses | 3 | 5/7 | ED | E | 7 |
8. Semester
| Course Code | Course Title | Credit | Theoretical | Tutorial | Lab. | ECTS | Type | Compulsory/Elective | Semester |
| ATA 102 | History of Turkish Revolution II | 2 | 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 | 5/7 | ED | E | 8 | ||||
| 8th Semester Elective Courses | 3 | 5/7 | ED | E | 8 |
TOTAL CREDIT : 135 TOTAL ECTS : 240
