INFORMATION TECHNOLOGIES (TURKISH, THESIS)
Master	TR-NQF-HE: Level 7	QF-EHEA: Second Cycle	EQF-LLL: Level 7

Course & Program Outcomes Matrix

No Effect	1 Lowest	2 Low	3 Average	4 High	5 Highest

No Effect	ED (Lowest)	D (Low)	O (Average)	Y (High)	EY (Highest)

No Effect	Lowest	Low	Average	High	Highest

Program Outcomes

Total

Courses

ISL5301 Research Methods and Ethics

nan

ISL5301 Research Methods and Ethics

YZM5507 Data Modelling and Relational Databases

nan

YZM5507 Data Modelling and Relational Databases

YZM5511 Information Systems Analysis and Design

nan

YZM5511 Information Systems Analysis and Design

YZM5887 Seminar

nan

YZM5887 Seminar

YZM5888-1 Master Thesis

nan

YZM5888-1 Master Thesis

YZM5888-2 Master Thesis

nan

YZM5888-2 Master Thesis

BDA5002 Marketing Analytics	0	nan
BDA5002 Marketing Analytics
BDA5002 Marketing Analytics
BDA5012 Big Data in Cloud Computing	0	nan
BDA5012 Big Data in Cloud Computing
BDA5012 Big Data in Cloud Computing
BDA5015 Exploratory Data Analytics and Visualization	0	nan
BDA5015 Exploratory Data Analytics and Visualization
BDA5015 Exploratory Data Analytics and Visualization
BDA5121 Enterpreneurship and Managing Big Data	0	nan
BDA5121 Enterpreneurship and Managing Big Data
BDA5121 Enterpreneurship and Managing Big Data
BLG5625 Linux and Computer Networks	0	nan
BLG5625 Linux and Computer Networks
BLG5625 Linux and Computer Networks
CMP5101 Data Mining	0	nan
CMP5101 Data Mining
CMP5101 Data Mining
CMP5121 Network Security and Cryptography	0	nan
CMP5121 Network Security and Cryptography
CMP5121 Network Security and Cryptography
CMP5123 Computer Networks and Mobile Communications	0	nan
CMP5123 Computer Networks and Mobile Communications
CMP5123 Computer Networks and Mobile Communications
CMP5126 Image and Video Processing	0	nan
CMP5126 Image and Video Processing
CMP5126 Image and Video Processing
CMP5130 Machine Learning and Pattern Recognition	0	nan
CMP5130 Machine Learning and Pattern Recognition
CMP5130 Machine Learning and Pattern Recognition
CMP6138 Analysis of Algorithms	0	nan
CMP6138 Analysis of Algorithms
CMP6138 Analysis of Algorithms
CMP5151 Software Design Patterns	0	nan
CMP5151 Software Design Patterns
CMP5151 Software Design Patterns
CMP5203 High Performance Computer Architecture	0	nan
CMP5203 High Performance Computer Architecture
CMP5203 High Performance Computer Architecture
CMP5550 Computer Vision	0	nan
CMP5550 Computer Vision
CMP5550 Computer Vision
CYS5021 Cyber Security	0	nan
CYS5021 Cyber Security
CYS5021 Cyber Security
CYS5119 Secure Web Software Development	0	nan
CYS5119 Secure Web Software Development
CYS5119 Secure Web Software Development
ENM5113 Analytical Marketing for Engineers	0	nan
ENM5113 Analytical Marketing for Engineers
ENM5113 Analytical Marketing for Engineers
ENM5212 Quality Management	0	nan
ENM5212 Quality Management
ENM5212 Quality Management
ENM5223 Business Management and Entrepreneurship	0	nan
ENM5223 Business Management and Entrepreneurship
ENM5223 Business Management and Entrepreneurship
ENM5510 Innovation and Creativity Management	0	nan
ENM5510 Innovation and Creativity Management
ENM5510 Innovation and Creativity Management
INE5110 Probabilistic Models and Applications	0	nan
INE5110 Probabilistic Models and Applications
INE5110 Probabilistic Models and Applications
INE5111 Mathematical Programming and Modelling	0	nan
INE5111 Mathematical Programming and Modelling
INE5111 Mathematical Programming and Modelling
INE5261 Multi Attribute Decision Making	0	nan
INE5261 Multi Attribute Decision Making
INE5261 Multi Attribute Decision Making
ISL5071 Management Information Systems	0	nan
ISL5071 Management Information Systems
ISL5071 Management Information Systems
ISM5112 Project Management in Engineering	0	nan
ISM5112 Project Management in Engineering
ISM5112 Project Management in Engineering
ISM5124 Strategic Human Resources Management	0	nan
ISM5124 Strategic Human Resources Management
ISM5124 Strategic Human Resources Management
ISM5128 Financial Literacy for Executives	0	nan
ISM5128 Financial Literacy for Executives
ISM5128 Financial Literacy for Executives
ISM5204 Investment Decision Making	0	nan
ISM5204 Investment Decision Making
ISM5204 Investment Decision Making
ISM5225 Human Resources Management	0	nan
ISM5225 Human Resources Management
ISM5225 Human Resources Management
ISM5231 Strategic Management	0	nan
ISM5231 Strategic Management
ISM5231 Strategic Management
ISM5302 Supply Chain and Logistics Management	0	nan
ISM5302 Supply Chain and Logistics Management
ISM5302 Supply Chain and Logistics Management
ISM5303 Operations Management	0	nan
ISM5303 Operations Management
ISM5303 Operations Management
ISM5406 Neuroscience for Management	0	nan
ISM5406 Neuroscience for Management
ISM5406 Neuroscience for Management
ISM5510 Innovation and Creativity Management	0	nan
ISM5510 Innovation and Creativity Management
ISM5510 Innovation and Creativity Management
YZM5302 Agile Project Management	0	nan
YZM5302 Agile Project Management
YZM5302 Agile Project Management
YZM5316 Business Systems Management	0	nan
YZM5316 Business Systems Management
YZM5316 Business Systems Management
YZM5405 Learning Organizations	0	nan
YZM5405 Learning Organizations
YZM5405 Learning Organizations
YZM5560 Database Programming with PL/SQL	0	nan
YZM5560 Database Programming with PL/SQL
YZM5560 Database Programming with PL/SQL
YZM5601 Programming with Java	0	nan
YZM5601 Programming with Java
YZM5601 Programming with Java
YZM5604 Information Security Management	0	nan
YZM5604 Information Security Management
YZM5604 Information Security Management
YZM5622 Human Computer Interaction Design	0	nan
YZM5622 Human Computer Interaction Design
YZM5622 Human Computer Interaction Design
INE5206 Decision Analysis	0	nan
INE5206 Decision Analysis
INE5206 Decision Analysis
INE5309 Enterprise Resource Planning with SAP	0	nan
INE5309 Enterprise Resource Planning with SAP
INE5309 Enterprise Resource Planning with SAP
BDA5011 Big Data and Analytics	0	nan
BDA5011 Big Data and Analytics
BDA5011 Big Data and Analytics
CMP5103 Artificial Intelligence	0	nan
CMP5103 Artificial Intelligence
CMP5103 Artificial Intelligence
CMP5133 Artificial Neural Networks	0	nan
CMP5133 Artificial Neural Networks
CMP5133 Artificial Neural Networks
ISM5223 Corporal Management and Entrepreneurship	0	nan
ISM5223 Corporal Management and Entrepreneurship
ISM5223 Corporal Management and Entrepreneurship
ISM5212 Quality Management	0	nan
ISM5212 Quality Management
ISM5212 Quality Management
YZM5540 Programming with ASP.NET	0	nan
YZM5540 Programming with ASP.NET
YZM5540 Programming with ASP.NET
YZM5550 Business Intelligence	0	nan
YZM5550 Business Intelligence
YZM5550 Business Intelligence
ISM5206 Decision Analysis	0	nan
ISM5206 Decision Analysis
ISM5206 Decision Analysis
INE6150 Design of Experiments	0	nan
INE6150 Design of Experiments
INE6150 Design of Experiments
CMP5208 Parallel Computing with GPUs	0	nan
CMP5208 Parallel Computing with GPUs
CMP5208 Parallel Computing with GPUs
INE5126 System Simulation	0	nan
INE5126 System Simulation
INE5126 System Simulation
CYS5789 Cyber Security Law	0	nan
CYS5789 Cyber Security Law
CYS5789 Cyber Security Law
CYS5178 Penetration Testing	0	nan
CYS5178 Penetration Testing
CYS5178 Penetration Testing
CYS5123 Web Application Security: Hacking and Defence	0	nan
CYS5123 Web Application Security: Hacking and Defence
CYS5123 Web Application Security: Hacking and Defence
ISM5254 Applied Optimization Techniques	0	nan
ISM5254 Applied Optimization Techniques
ISM5254 Applied Optimization Techniques
ISM5322 Supply Chain Design	0	nan
ISM5322 Supply Chain Design
ISM5322 Supply Chain Design
IND5101 Smart Factories	0	nan
IND5101 Smart Factories
IND5101 Smart Factories
SEN5301 Introduction to Information Technologies Services Management	0	nan
SEN5301 Introduction to Information Technologies Services Management
SEN5301 Introduction to Information Technologies Services Management
ISM5242 Service Operations Management	0	nan
ISM5242 Service Operations Management
ISM5242 Service Operations Management
IND5102 Internet of Things	0	nan
IND5102 Internet of Things
IND5102 Internet of Things
ISM5203 Statistical Data Analysis and Decision Making	0	nan
ISM5203 Statistical Data Analysis and Decision Making
ISM5203 Statistical Data Analysis and Decision Making