Data Science (Non-Thesis / English)

Semester -1

 

 

 

 

Code

Course

Academic

Practical

Credit

ECTS

DS 70X

Mandatory Course

3

0

3

6

DS 70X

Mandatory Course

3

0

3

6

MCSE 7XX

Elective Course

3

0

3

6

MCSE 7XX

Elective Course

3

0

3

6

MCSE 7XX

Elective Course

3

0

3

6

TOTAL

 

 

15

30

 

                               

 

 

 

 

Semester - 2

 

 

 

 

Code

Course

Academic

Practical

Credit

ECTS

DS 70X

Mandatory Course

3

0

3

6

LUE 701

Scientific Research Techniques and Ethics

4

0

4

6

MCSE 7XX

Elective Course

3

0

3

6

MCSE 7XX

Elective Course

3

0

3

6

MCSE 7XX

Elective Course

3

0

3

6

TOTAL

 

 

16

30

Semester - 3

 

 

 

 

Code

Course

Academic

Practical

Credit

ECTS

DS 790

Graduation Project

0

2

1

30

TOTAL

 

 

1

30

 

 

 

 

 

 

DS 70X Mandatory Course Pool

Code

Course

Academic

Practical

Credit

ECTS

DS 701

Introduction to Data Science

3

0

3

6

DS 702

Applied Statistics for Data Science

3

0

3

6

DS 703

Machine Learning

3

0

3

6

 

 

 

 

 

 

MCSE 7XX Elective Course Pool

Code

Course

Academic

Practical

Credit

ECTS

DS 704

Exploratory Data Analysis and Visualization

3

0

3

6

DS 705

Deep Learning

3

0

3

6

DS 706

Machine Learning for Natural Language Processing

3

0

3

6

DS 707

Fairness, Transparency and Privacy  in Artificial Intelligence

3

0

3

6

DS 708

Network Science

3

0

3

6

DS 709

Optimization

3

0

3

6

DS 711

Fundamental Algorithms

3

0

3

6

DS 712

Business Analytics

3

0

3

6

DS 713

Big Data Engineering

3

0

3

6

ECE 731

Digital Image Processing

3

0

3

6

ECE 732

Biometrics

3

0

3

6

ECE 737

Advanced Database Systems

3

0

3

6

ECE 747

Advanced Machine Learning

3

0

3

6

ECE 748

Convolutional Neural Networks for Visual Recognition

3

0

3

6

ECE 749

Advanced Data Science

3

0

3

6

ECE 750

Advanced Artificial Intelligence

3

0

3

6

ECE 751

Introduction to Computational Biology

3

0

3

6

ECE 759

Cloud Computing

3

0

3

6

ECE 761

Advanced Computer Networks

3

0

3

6

ECE 773

Wireless Communications

3

0

3

6

ECE 774

Advanced 5G and Beyond Technologies

3

0

3

6

ECE 776

Advanced Digital Communications

3

0

3

6

ECE 778

Wireless Security

3

0

3

6

ECE 782

Web Mining

3

0

3

6

ECE 786

Graph Theory and Algorithms

3

0

3

6

LUE 703

Engineering Mathematics

3

0

3

6

MSCS 711

Computer Security

3

0

3

6

MSCS 712

Network Security

3

0

3

6

MSCS 713

Cryptology

3

0

3

6

MSCS 714

Data Privacy Seminar

3

0

3

6

MSCS 715

Coding Theory

3

0

3

6

MSCS 716

Ethical Hacking

3

0

3

6

 

 

 

 

 

 

 

 

 

 

Data Science (English - Non-thesis)

Semester -1

 

 

 

 

Code

Course

Academic

Practical

Credit

ECTS

DS 701

Introduction to Data Science

3

0

3

7,5

DS 702

Applied Statistics for Data Science

3

0

3

7,5

DS 7XX

Elective Course

3

0

3

5

DS 7XX

Elective Course

3

0

3

5

DS 7XX

Elective Course

3

0

3

5

TOPLAM

 

 

15

30

 

 

 

 

 

 

Semester - 2

 

 

 

 

Code

Course

Academic

Practical

Credit

ECTS

DS 703

Machine Learning

3

0

3

7,5

LUE 702

Scientific Research Techniques and Ethics

3

0

3

7,5

DS 7XX

Elective Course

3

0

3

5

DS 7XX

Elective Course

3

0

3

5

DS 7XX

Elective Course

3

0

3

5

TOPLAM

 

 

15

30

 

 

 

 

 

 

Semester - 3

 

 

 

 

Code

Course

Academic

Practical

Credit

ECTS

DS 790

Graduation Project

0

2

1

30

TOPLAM

 

 

0

30

 

 

 

 

 

 

DS 7XX Seçmeli Ders Havuzu

Code

Course

Academic

Practical

Credit

ECTS

DS 704

Exploratory Data Analysis and Visualization 

3

0

3

5

DS 705

Deep Learning

3

0

3

5

DS 706

Machine Learning for Natural Language Processing

3

0

3

5

DS 707

Fairness, Transparency and Privacy  in Artificial Intelligence

3

0

3

5

DS 708

Network Science

3

0

3

5

DS 709

Optimization

3

0

3

5

DS 710

Big Data Engineering

3

0

3

5

DS 711

Fundamental Algorithms

3

0

3

5

DS 712

Business Analytics

3

0

3

5