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Artificial Intelligence and Data Engineering (English) Course Plan
Artificial Intelligence and Data Engineering Undergraduate Program (100% English) Between 2021-2022 / Fall and 2024-2025 / Fall Semesters
| Course Code | Course Title | Language | Compulsory/Elective | Credit | ECTS | Teo. | Tutorial | Lab. | Type |
|---|---|---|---|---|---|---|---|---|---|
|
FIZ 101E
|
Physics I | English | Z | 3 | 4.5 | 3 | 0 | 0 | TB |
|
FIZ 101EL
|
Physics I Laboratory | English | Z | 1 | 1.5 | 0 | 0 | 2 | TB |
|
BLG 101E
|
Intr. to Information Systems | English | Z | 2 | 5 | 1 | 2 | 0 | TM |
|
YZV 103E
|
Intr. to AI & Data Eng& Ethics | English | Z | 1.5 | 5 | 1 | 1 | 0 | TM |
|
MAT 103E
|
Mathematics I | English | Z | 4 | 6 | 3 | 2 | 0 | TB |
|
MAT 281E
|
Linear Algebra and Applicat. | English | Z | 3 | 4 | 3 | 0 | 0 | TB |
|
ING 100
|
EAP Through Global Goals | English | Z | 3 | 3.5 | 3 | 0 | 0 | ITB |
| Course Code | Course Title | Language | Compulsory/Elective | Credit | ECTS | Teo. | Tutorial | Lab. | Type |
|---|---|---|---|---|---|---|---|---|---|
|
MAT 104E
|
Mathematics II | English | Z | 4 | 6.5 | 3 | 2 | 0 | TB |
|
BLG 112E
|
Discrete Mathematics | English | Z | 3 | 5 | 3 | 0 | 0 | TB |
|
YZV 104E
|
Int.toPrg.forDataSci.(Python) | English | Z | 4 | 7 | 3 | 2 | 0 | TM |
|
FIZ 102E
|
Physics II | English | Z | 3 | 4.5 | 3 | 0 | 0 | TB |
|
FIZ 102EL
|
Physics II Laboratory | English | Z | 1 | 1.5 | 0 | 0 | 2 | TB |
|
ING 112A
|
Basics of Academic Writing | English | Z | 2 | 3.5 | 2 | 0 | 0 | ITB |
|
DAN 102
|
Girişimcilik & Kariyer Danış. | Türkçe | Z | 0 | 1 | 0 | 2 | 0 | ITB |
|
TUR 121
|
Türk Dili I | Türkçe | Z | 0 | 2 | 2 | 0 | 0 | ITB |
| Course Code | Course Title | Language | Compulsory/Elective | Credit | ECTS | Teo. | Tutorial | Lab. | Type |
|---|---|---|---|---|---|---|---|---|---|
|
YZV 201E
|
Data Structures | English | Z | 3.5 | 7.5 | 3 | 1 | 0 | TM |
|
YZV 211E
|
Intro to Data Science and Eng. | English | Z | 3 | 7.5 | 3 | 0 | 0 | TM |
|
YZV 231E
|
Prob.& Stat. for Data Science | English | Z | 4 | 7.5 | 4 | 0 | 0 | TB |
|
ING 201A
|
Essentials of Res.Paper Writ. | English | Z | 2 | 3.5 | 2 | 0 | 0 | ITB |
|
TUR 122
|
Türk Dili II | Türkçe | Z | 0 | 2 | 2 | 0 | 0 | ITB |
| Courses | 3rd Semester Elective Course (ITB) | S | 3 | 4 | ITB |
| Course Code | Course Title | Language | Compulsory/Elective | Credit | ECTS | Teo. | Tutorial | Lab. | Type |
|---|---|---|---|---|---|---|---|---|---|
|
BLG 311E
|
Formal Languages and Automata | English | Z | 3 | 5 | 3 | 0 | 0 | TB |
|
BLG 454E
|
Learning From Data | English | Z | 3 | 5 | 3 | 0 | 0 | TM |
|
BLG 202E
|
Numerical Methods in CE | English | Z | 3 | 5 | 3 | 0 | 0 | TB |
|
YZV 202E
|
Optimization for Data Science | English | Z | 3 | 5.5 | 3 | 0 | 0 | TM |
|
BLG 252E
|
Object Oriented Programming | English | Z | 3 | 5 | 3 | 0 | 0 | MT |
|
YZV 212E
|
Fund.ofArtificial Intelligence | English | Z | 3 | 5.5 | 3 | 0 | 0 | MT |
| Course Code | Course Title | Language | Compulsory/Elective | Credit | ECTS | Teo. | Tutorial | Lab. | Type |
|---|---|---|---|---|---|---|---|---|---|
|
YZV 303E
|
Deep Learning | English | Z | 3 | 6 | 3 | 0 | 0 | MT |
|
BLG 317E
|
Database Systems | English | Z | 3 | 4.5 | 3 | 0 | 0 | MT |
|
BLG 335E
|
Analysis of Algorithms I | English | Z | 3 | 4.5 | 3 | 0 | 0 | MT |
|
YZV 311E
|
Data Mining | English | Z | 3 | 6 | 3 | 0 | 0 | MT |
|
ATA 121
|
Atatürk İlk & İnkılap Trh I | Türkçe | Z | 0 | 2 | 2 | 0 | 0 | ITB |
|
YZV 401E
|
Legal Aspects of AI&Data Eng. | English | Z | 2 | 2 | 2 | 0 | 0 | ITB |
| Courses | 5th Semester Elective Course (TM) | S | 3 | 4 / 5 | TM |
| Course Code | Course Title | Language | Compulsory/Elective | Credit | ECTS | Teo. | Tutorial | Lab. | Type |
|---|---|---|---|---|---|---|---|---|---|
|
YZV 322E
|
Applied Data Engineering | English | Z | 2 | 8.5 | 0 | 0 | 4 | TM |
|
BLG 336E
|
Analysis of Algorithms II | English | Z | 3 | 5 | 3 | 0 | 0 | MT |
|
YZV 405E
|
Natural Language Processing | English | Z | 3 | 7 | 3 | 0 | 0 | MT |
|
YZV 416E
|
Computer Vision | English | Z | 3 | 7 | 3 | 0 | 0 | MT |
| Courses | 6th Semester Elective Course (TM) | S | 3 | 4 / 5 | TM |
| Course Code | Course Title | Language | Compulsory/Elective | Credit | ECTS | Teo. | Tutorial | Lab. | Type |
|---|---|---|---|---|---|---|---|---|---|
|
YZV 411E
|
Big Data Analytics | English | Z | 3 | 6 | 3 | 0 | 0 | MT |
|
YZV 4901E
|
AI &Data Engineering Design I | English | Z | 3 | 8 | 1 | 4 | 0 | MT |
|
YZV 406E
|
Robotics | English | Z | 3 | 5 | 3 | 0 | 0 | MT |
| Courses | 7th Semester Elective Course I (MT) | S | 3 | 5 / 8 | MT | ||||
| Courses | 7th Semester Elective Course II (SNT) | S | 3 | 4 | ITB |
| Course Code | Course Title | Language | Compulsory/Elective | Credit | ECTS | Teo. | Tutorial | Lab. | Type |
|---|---|---|---|---|---|---|---|---|---|
|
ATA 122
|
Atatürk İlk & İnkılap Trh II | Türkçe | Z | 0 | 2 | 2 | 0 | 0 | ITB |
|
EKO 201E
|
Economics | English | Z | 3 | 4 | 3 | 0 | 0 | ITB |
|
YZV 4902E
|
AI& Data Engineering Design II | English | Z | 5 | 12 | 1 | 8 | 0 | MT |
| Courses | 8th Semester Elective Course I (MT) | S | 3 | 5 / 8 | MT | ||||
| Courses | 8th Semester Elective Course II (MT) | S | 3 | 5 / 8 | MT |
Total Credit : 128.00 Total ECTS : 240.00
