INFORMATION TECHNOLOGIES (ENGLISH, 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

EEE5101 Research Methods and Ethics

0.00

EEE5101 Research Methods and Ethics

SEN5144 Software Project Management

56.67

SEN5144 Software Project Management

SEN5301 Introduction to Information Technologies Services Management

50.00

SEN5301 Introduction to Information Technologies Services Management

SEN5550 Business Intelligence

56.67

SEN5550 Business Intelligence

SEN5887 Seminar

53.33

SEN5887 Seminar

SEN5888-1 Master Thesis

55.00

SEN5888-1 Master Thesis

SEN5888-2 Master Thesis

80.00

SEN5888-2 Master Thesis

CMP5208 Parallel Computing with GPUs													0	0.00
CMP5208 Parallel Computing with GPUs
CMP5208 Parallel Computing with GPUs
SEN5104 Advanced System Analysis and Design II	3	3	2	2	2	2	3	4	3	3	3	4	34	56.67
SEN5104 Advanced System Analysis and Design II	O	O	D	D	D	D	O	Y	O	O	O	Y
SEN5104 Advanced System Analysis and Design II
SEN5315 Service Oriented Architectures	4	2	2	2	3	2	2	2	4	1	4	2	30	50.00
SEN5315 Service Oriented Architectures	Y	D	D	D	O	D	D	D	Y	ED	Y	D
SEN5315 Service Oriented Architectures
SEN5604 Information Security Management	3	3	2	2	2	2	3	4	3	3	3	4	34	56.67
SEN5604 Information Security Management	O	O	D	D	D	D	O	Y	O	O	O	Y
SEN5604 Information Security Management
BDA5002 Marketing Analytics													0	0.00
BDA5002 Marketing Analytics
BDA5002 Marketing Analytics
BDA5011 Big Data and Analytics													0	0.00
BDA5011 Big Data and Analytics
BDA5011 Big Data and Analytics
BDA5012 Big Data in Cloud Computing													0	0.00
BDA5012 Big Data in Cloud Computing
BDA5012 Big Data in Cloud Computing
CMP5550 Computer Vision													0	0.00
CMP5550 Computer Vision
CMP5550 Computer Vision
CMP5121 Network Security and Cryptography													0	0.00
CMP5121 Network Security and Cryptography
CMP5121 Network Security and Cryptography
CMP5133 Artificial Neural Networks													0	0.00
CMP5133 Artificial Neural Networks
CMP5133 Artificial Neural Networks
CMP5103 Artificial Intelligence													0	0.00
CMP5103 Artificial Intelligence
CMP5103 Artificial Intelligence
INE5309 Enterprise Resource Planning with SAP													0	0.00
INE5309 Enterprise Resource Planning with SAP
INE5309 Enterprise Resource Planning with SAP
CYS5789 Cyber Security Law													0	0.00
CYS5789 Cyber Security Law
CYS5789 Cyber Security Law
CMP5101 Data Mining													0	0.00
CMP5101 Data Mining
CMP5101 Data Mining
CYS5178 Penetration Testing													0	0.00
CYS5178 Penetration Testing
CYS5178 Penetration Testing
CYS5123 Web Application Security: Hacking and Defence													0	0.00
CYS5123 Web Application Security: Hacking and Defence
CYS5123 Web Application Security: Hacking and Defence
INE6150 Design of Experiments													0	0.00
INE6150 Design of Experiments
INE6150 Design of Experiments
INE5206 Decision Analysis													0	0.00
INE5206 Decision Analysis
INE5206 Decision Analysis
INE5126 System Simulation													0	0.00
INE5126 System Simulation
INE5126 System Simulation
CMP5123 Computer Networks and Mobile Communications													0	0.00
CMP5123 Computer Networks and Mobile Communications
CMP5123 Computer Networks and Mobile Communications
CMP5126 Image and Video Processing													0	0.00
CMP5126 Image and Video Processing
CMP5126 Image and Video Processing
CMP5130 Machine Learning and Pattern Recognition													0	0.00
CMP5130 Machine Learning and Pattern Recognition
CMP5130 Machine Learning and Pattern Recognition
CMP6138 Analysis of Algorithms													0	0.00
CMP6138 Analysis of Algorithms
CMP6138 Analysis of Algorithms
CMP5203 High Performance Computer Architecture													0	0.00
CMP5203 High Performance Computer Architecture
CMP5203 High Performance Computer Architecture
CYS5021 Cyber Security													0	0.00
CYS5021 Cyber Security
CYS5021 Cyber Security
CYS5119 Secure Web Software Development													0	0.00
CYS5119 Secure Web Software Development
CYS5119 Secure Web Software Development
ENM5203 Statistical Data Analysis and Decision Making	2	1	1	1	1	1	3	1	1	3	1	1	17	28.33
ENM5203 Statistical Data Analysis and Decision Making	D	ED	ED	ED	ED	ED	O	ED	ED	O	ED	ED
ENM5203 Statistical Data Analysis and Decision Making
ENM5212 Quality Management					1	1	2		3		1	1	9	15.00
ENM5212 Quality Management					ED	ED	D		O		ED	ED
ENM5212 Quality Management
ENM5223 Business Management and Entrepreneurship													0	0.00
ENM5223 Business Management and Entrepreneurship
ENM5223 Business Management and Entrepreneurship
ENM5225 Human Resources Management													0	0.00
ENM5225 Human Resources Management
ENM5225 Human Resources Management
ENM5510 Innovation and Creativity Management													0	0.00
ENM5510 Innovation and Creativity Management
ENM5510 Innovation and Creativity Management
IND5101 Smart Factories													0	0.00
IND5101 Smart Factories
IND5101 Smart Factories
IND5102 Internet of Things													0	0.00
IND5102 Internet of Things
IND5102 Internet of Things
INE5111 Mathematical Programming and Modelling													0	0.00
INE5111 Mathematical Programming and Modelling
INE5111 Mathematical Programming and Modelling
INE5261 Multi Attribute Decision Making													0	0.00
INE5261 Multi Attribute Decision Making
INE5261 Multi Attribute Decision Making
INE6103 Multivariate Data Analysis													0	0.00
INE6103 Multivariate Data Analysis
INE6103 Multivariate Data Analysis
SEN5103 Advanced System Analysis and Design I	3	3	2	2	2	2	3	4	3	3	3	4	34	56.67
SEN5103 Advanced System Analysis and Design I	O	O	D	D	D	D	O	Y	O	O	O	Y
SEN5103 Advanced System Analysis and Design I