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Data Science and Analytics (English) Course Plan
Data Science and Analytics Undergraduate Program (100% English) After 2024-2025 / Fall Semester
| Course Code | Course Title | Language | Compulsory/Elective | Credit | ECTS | Teo. | Tutorial | Lab. | Type |
|---|---|---|---|---|---|---|---|---|---|
|
MAT 103E
|
Mathematics I | English | Z | 4 | 6 | 3 | 2 | 0 | TB |
|
VBA 111E
|
Introduction to Data Science and Analytics | English | Z | 2 | 4 | 2 | 0 | 0 | MT |
|
VBA 113E
|
Foundations of Algorithm and Programming | English | Z | 3 | 6.5 | 3 | 0 | 0 | TM |
|
VBA 115E
|
Fundamentals of Linux | English | Z | 3 | 5 | 3 | 0 | 0 | TM |
|
VBA 210E
|
Linear Algebra and Applications | English | Z | 3 | 4.5 | 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 |
|
VBA 122E
|
Discrete Mathematics | English | Z | 3 | 5 | 3 | 0 | 0 | TM |
|
VBA 124E
|
Object Oriented Programming | English | Z | 3 | 7.5 | 3 | 0 | 0 | TM |
|
VBA 252E
|
Theory of Probability | English | Z | 3 | 7 | 3 | 0 | 0 | TB |
|
DAN 102
|
Girişimcilik & Kariyer Danış. | Türkçe | Z | 0 | 1 | 0 | 2 | 0 | ITB |
|
ING 112A
|
Basics of Academic Writing | English | Z | 2 | 3.5 | 2 | 0 | 0 | ITB |
| Course Code | Course Title | Language | Compulsory/Elective | Credit | ECTS | Teo. | Tutorial | Lab. | Type |
|---|---|---|---|---|---|---|---|---|---|
|
VBA 211E
|
Deterministic Models in Data Science | English | Z | 3 | 6 | 3 | 0 | 0 | TM |
|
VBA 213E
|
Data Visualization | English | Z | 3 | 5 | 3 | 0 | 0 | MT |
|
VBA 215E
|
Database Management Systems | English | Z | 3 | 5 | 3 | 0 | 0 | MT |
|
VBA 311E
|
Statistics | English | Z | 3 | 6 | 3 | 0 | 0 | TB |
|
TUR 121
|
Türk Dili I | Türkçe | Z | 0 | 2 | 2 | 0 | 0 | ITB |
|
ATA 121
|
Atatürk İlk & İnkılap Trh I | Türkçe | Z | 0 | 2 | 2 | 0 | 0 | ITB |
| Courses | Elective Course(ITB-1) | Z | 3 | 0 / 4 | ITB |
| Course Code | Course Title | Language | Compulsory/Elective | Credit | ECTS | Teo. | Tutorial | Lab. | Type |
|---|---|---|---|---|---|---|---|---|---|
|
VBA 222E
|
Data Structures and Algorithms | English | Z | 3 | 6 | 3 | 0 | 0 | TM |
|
VBA 224E
|
Stochastic Models in Data Science | English | Z | 3 | 6 | 3 | 0 | 0 | TM |
|
VBA 312E
|
Data Analytics | English | Z | 3 | 6 | 3 | 0 | 0 | MT |
|
TUR 122
|
Türk Dili II | Türkçe | Z | 0 | 2 | 2 | 0 | 0 | ITB |
|
ATA 122
|
Atatürk İlk & İnkılap Trh II | Türkçe | Z | 0 | 2 | 2 | 0 | 0 | ITB |
| Courses | Restricted Elective Crs.(MT-1) | S | 3 / 3.5 | 4 / 6 / 8 | MT | ||||
| Courses | Elective Course (ITB-2) | Z | 3 | 0 / 4 | ITB |
| Course Code | Course Title | Language | Compulsory/Elective | Credit | ECTS | Teo. | Tutorial | Lab. | Type |
|---|---|---|---|---|---|---|---|---|---|
|
VBA 313E
|
Deep Learning | English | Z | 3 | 8 | 3 | 0 | 0 | MT |
|
VBA 315E
|
Machine Learning | English | Z | 3 | 7 | 3 | 0 | 0 | MT |
|
VBA 317E
|
Signal and Image Analytics | English | Z | 3 | 5 | 3 | 0 | 0 | MT |
|
VBA 319E
|
Ethics and Law in Data Science | English | Z | 3 | 3 | 3 | 0 | 0 | ITB |
| Courses | Restricted Elective Crs.(MT-2) | S | 3 / 3.5 | 4 / 6 / 8 | MT | ||||
| Courses | Restricted Elective Crs.(MT-3) | Z | 3 / 3.5 | 4 / 6 / 8 | MT |
| Course Code | Course Title | Language | Compulsory/Elective | Credit | ECTS | Teo. | Tutorial | Lab. | Type |
|---|---|---|---|---|---|---|---|---|---|
|
VBA 322E
|
Computer Vision | English | Z | 3 | 3 | 3 | 0 | 0 | MT |
|
VBA 324E
|
Fundamentals of Natural Language Processing | English | Z | 3 | 6 | 3 | 0 | 0 | MT |
|
VBA 326E
|
Big Data and Analytics | English | Z | 3 | 7 | 3 | 0 | 0 | MT |
|
VBA 328E
|
High Performance Computing | English | Z | 3 | 7 | 3 | 0 | 0 | MT |
| Courses | Restricted Elective Crs.(MT-4) | S | 3 / 3.5 | 4 / 6 / 8 | MT |
| Course Code | Course Title | Language | Compulsory/Elective | Credit | ECTS | Teo. | Tutorial | Lab. | Type |
|---|---|---|---|---|---|---|---|---|---|
|
VBA 411E
|
Internet of Things | English | Z | 3 | 6 | 3 | 0 | 0 | MT |
|
VBA 413E
|
Cyber Security | English | Z | 3 | 7 | 3 | 0 | 0 | MT |
|
VBA 4901E
|
Graduation Project I | English | Z | 4 | 8 | 1 | 6 | 0 | MT |
| Courses | Restricted Elective Crs.(MT-5) | S | 3 / 3.5 | 4 / 6 / 8 | MT | ||||
| Courses | Elective Course (MT-1) | S | 3 / 3.5 | 4 / 5.5 / 6 / 8 | MT |
| Course Code | Course Title | Language | Compulsory/Elective | Credit | ECTS | Teo. | Tutorial | Lab. | Type |
|---|---|---|---|---|---|---|---|---|---|
|
VBA 422E
|
Cloud Computing | English | Z | 3 | 8 | 3 | 0 | 0 | MT |
|
VBA 4902E
|
Graduation Project II | English | Z | 4 | 10 | 1 | 6 | 0 | MT |
| Courses | Elective Course (MT-2) | S | 3 / 3.5 | 4 / 5.5 / 6 / 8 | MT | ||||
| Courses | Elective Course (MT-3) | S | 3 / 3.5 | 4 / 5.5 / 6 / 8 | MT | ||||
| Courses | Elective Course (ITB-3) | S | 3 | 0 / 4 | MT |
Total Credit : 128.00 Total ECTS : 240.00
