Data Science (Master) (with Thesis)
Master	TR-NQF-HE: Level 7	QF-EHEA: Second Cycle	EQF-LLL: Level 7

Programme Structure

1. Semester

Course Code

Course Name

Language

Dersin Tipi

Theoretical

Application

ECTS

VB5101

Database Applications

Turkish

VB5103

Data-Privacy-Ethics and Scientific Research

Turkish

Course Code	Course Name	Language	Dersin Tipi	Theoretical	Application	ECTS
VB5004	Deep Learning	Turkish	S	1	2	6
VB5006	Decision Support Systems	Turkish	S	1	2	6
VB5007	Business Intelligence and Data Visualization	Turkish	S	1	2	6
VB5011	Natural Language Processing	Turkish	S	1	2	6
VB5016	Explainable, Responsible and Reliable Artificial Intelligence	Turkish	S	1	2	6
VB5017	Human-Centered Data Science	Turkish	S	1	2	6
VB5019	Data Science and Artificial Intelligence Applications in Business	Turkish	S	1	2	6
VB5021	Sustainability and Data Science	Turkish	S	1	2	6
VB5023	Data-Driven Opportunities and Threats in AR, VR, MR, XR and Metaverse environments	Turkish	S	1	2	6
VB5024	Social Network Analysis and Data-Based Journalism	Turkish	S	1	2	6
VB5025	Data Science Applications in Health Sciences	Turkish	S	1	2	6

Course Code	Course Name	Language	Dersin Tipi	Theoretical	Application	ECTS
VB5004	Deep Learning	Turkish	S	1	2	6
VB5006	Decision Support Systems	Turkish	S	1	2	6
VB5007	Business Intelligence and Data Visualization	Turkish	S	1	2	6
VB5011	Natural Language Processing	Turkish	S	1	2	6
VB5016	Explainable, Responsible and Reliable Artificial Intelligence	Turkish	S	1	2	6
VB5017	Human-Centered Data Science	Turkish	S	1	2	6
VB5019	Data Science and Artificial Intelligence Applications in Business	Turkish	S	1	2	6
VB5021	Sustainability and Data Science	Turkish	S	1	2	6
VB5023	Data-Driven Opportunities and Threats in AR, VR, MR, XR and Metaverse environments	Turkish	S	1	2	6
VB5024	Social Network Analysis and Data-Based Journalism	Turkish	S	1	2	6
VB5025	Data Science Applications in Health Sciences	Turkish	S	1	2	6

2. Semester

Course Code

Course Name

Language

Dersin Tipi

Theoretical

Application

ECTS

VB5102

Legal Regulations in the Field of Data: KVKK, GDPR, FERPA, HIPPA

Turkish

VB5104

Seminar

Turkish

Course Code	Course Name	Language	Dersin Tipi	Theoretical	Application	ECTS
VB5004	Deep Learning	Turkish	S	1	2	6
VB5006	Decision Support Systems	Turkish	S	1	2	6
VB5007	Business Intelligence and Data Visualization	Turkish	S	1	2	6
VB5011	Natural Language Processing	Turkish	S	1	2	6
VB5016	Explainable, Responsible and Reliable Artificial Intelligence	Turkish	S	1	2	6
VB5017	Human-Centered Data Science	Turkish	S	1	2	6
VB5019	Data Science and Artificial Intelligence Applications in Business	Turkish	S	1	2	6
VB5021	Sustainability and Data Science	Turkish	S	1	2	6
VB5023	Data-Driven Opportunities and Threats in AR, VR, MR, XR and Metaverse environments	Turkish	S	1	2	6
VB5024	Social Network Analysis and Data-Based Journalism	Turkish	S	1	2	6
VB5025	Data Science Applications in Health Sciences	Turkish	S	1	2	6

Course Code	Course Name	Language	Dersin Tipi	Theoretical	Application	ECTS
VB5004	Deep Learning	Turkish	S	1	2	6
VB5006	Decision Support Systems	Turkish	S	1	2	6
VB5007	Business Intelligence and Data Visualization	Turkish	S	1	2	6
VB5011	Natural Language Processing	Turkish	S	1	2	6
VB5016	Explainable, Responsible and Reliable Artificial Intelligence	Turkish	S	1	2	6
VB5017	Human-Centered Data Science	Turkish	S	1	2	6
VB5019	Data Science and Artificial Intelligence Applications in Business	Turkish	S	1	2	6
VB5021	Sustainability and Data Science	Turkish	S	1	2	6
VB5023	Data-Driven Opportunities and Threats in AR, VR, MR, XR and Metaverse environments	Turkish	S	1	2	6
VB5024	Social Network Analysis and Data-Based Journalism	Turkish	S	1	2	6
VB5025	Data Science Applications in Health Sciences	Turkish	S	1	2	6

Z:Compulsory Courses
S:Seçmeli