Data Science and Analytics
Bachelor TR-NQF-HE: Level 6 QF-EHEA: First Cycle EQF-LLL: Level 6

Course Structure Diagram with Credits

1. Semester
Course Code Course Name Language Prerequisites Theoretical Practical Credit ECTS
ATA101 History of Turkish Revolution and Ataturk`s Principles I TR 2 0 2 2
ING103 English I EN 2 0 2 2
KPL100 Career planning TR 1 0 1 2
MAT101 Mathematics I TR 4 0 4 7
TRK101 Turkish I TR 2 0 2 2
UNI113 İnformation and Communication Technologies TR 1 0 1 2
VBA107 Introduction to Data Science and Analytics I TR 2 1 3 6
VBA109 Fundamentals of Algorithms and Programming TR 2 1 3 7
total 18 30
2. Semester
Course Code Course Name Language Prerequisites Theoretical Practical Credit ECTS
ATA102 Ataturk`s Principles and History of Turkish Revolution II TR 2 0 2 2
ING104 English II EN 2 0 2 2
MAT102 Mathematics II TR 4 0 4 7
MAT104 Linear Algebra TR 3 0 3 5
TRK102 Turkish language II TR 2 0 2 2
VBA102 Descriptive Statistics TR 2 1 3 3
VBA104 Object-Oriented Programming TR 2 1 3 5
VBA108 Veri Bilimi ve Analitiğine Giriş II TR 2 1 3 4
total 22 30
3. Semester
Course Code Course Name Language Prerequisites Theoretical Practical Credit ECTS
VBA201 Inferential Statistics TR 3 0 3 5
VBA203 Discrete Mathematics TR 4 0 4 5
VBA205 Programming with the R Language TR 2 2 3 5
VBA207 Database Login TR 2 1 3 5
VBA209 Modeling in Data Science I TR 2 1 3 5
VBA211 Business Intelligence and Analytics TR 2 1 3 5
total 19 30
4. Semester
Course Code Course Name Language Prerequisites Theoretical Practical Credit ECTS
VBA202 Applied Statistics TR 2 1 4 5
VBA204 Machine Learning TR 2 2 3 5
VBA206 Scientific Research Methods TR 3 0 3 5
VBA208 Database Management Systems TR 2 2 3 5
VBA210 Modeling in Data Science II TR 2 1 3 5
VBA212 Project Management in Data Science TR 2 2 3 5
total 19 30
5. Semester
Course Code Course Name Language Prerequisites Theoretical Practical Credit ECTS
VBA303 Deep Learning TR 2 2 3 6
VBA305 Big Data and Analytics TR 2 1 3 5
VBA307 Time Series Analysis I TR 2 1 3 5
Bölüm Seçmeli 3 5
Bölüm Seçmeli 3 5
Üniversite Seçmeli 2 4
total 17 30
6. Semester
Course Code Course Name Language Prerequisites Theoretical Practical Credit ECTS
VBA302 Signal and Image Analytics TR 2 2 3 5
VBA304 Natural Language Processing TR 2 2 3 5
VBA306 Occupational Health and Safety TR 2 2 3 5
VBA308 Time Series Analysis II TR 2 1 3 5
Bölüm Seçmeli 3 5
Bölüm Seçmeli 3 5
total 18 30
7. Semester
Course Code Course Name Language Prerequisites Theoretical Practical Credit ECTS
VBA401 Final Project I TR 2 2 3 8
VBA403 Ethics and Law in Data Science TR 2 0 2 4
VBA405 Computer Vision TR 2 2 3 3
Bölüm Seçmeli 3 5
Bölüm Seçmeli 3 5
Bölüm Seçmeli 3 5
total 17 30
8. Semester
Course Code Course Name Language Prerequisites Theoretical Practical Credit ECTS
VBA402 Final Project II TR 2 2 3 8
VBA404 Cloud Computing TR 2 0 2 3
Bölüm Seçmeli 3 5
Bölüm Seçmeli 3 5
Bölüm Seçmeli 3 5
Üniversite Seçmeli 2 4
total 16 30