CYBER SECURITY (ENGLISH, NONTHESIS)
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

BUS5301 Research Methods and Ethics

91.43

BUS5301 Research Methods and Ethics

CYS5021 Cyber Security

92.86

CYS5021 Cyber Security

CYS5999 Project

100.00

CYS5999 Project

SEN5604 Information Security Management

88.57

SEN5604 Information Security Management

BDA5001 Introduction to Big Data	4	4	4	4	4	4	5	5	5	4	5	5	5	4	62	88.57
BDA5001 Introduction to Big Data	Y	Y	Y	Y	Y	Y	EY	EY	EY	Y	EY	EY	EY	Y
BDA5001 Introduction to Big Data
BDA5015 Exploratory Data Analytics and Visualization	4	4	4	4	4	5	5	4	5	5	5	5	5	5	64	91.43
BDA5015 Exploratory Data Analytics and Visualization	Y	Y	Y	Y	Y	EY	EY	Y	EY	EY	EY	EY	EY	EY
BDA5015 Exploratory Data Analytics and Visualization
CMP5101 Data Mining	4	4	4	4	4	5	4	5	4	4	5	5	4	5	61	87.14
CMP5101 Data Mining	Y	Y	Y	Y	Y	EY	Y	EY	Y	Y	EY	EY	Y	EY
CMP5101 Data Mining
CMP5123 Computer Networks and Mobile Communications	4	4	4	4	4	5	5	4	5	5	4	5	4	5	62	88.57
CMP5123 Computer Networks and Mobile Communications	Y	Y	Y	Y	Y	EY	EY	Y	EY	EY	Y	EY	Y	EY
CMP5123 Computer Networks and Mobile Communications
CMP5126 Image and Video Processing	4	4	4	4	4	4	5	5	5	5	5	5	5	5	64	91.43
CMP5126 Image and Video Processing	Y	Y	Y	Y	Y	Y	EY	EY	EY	EY	EY	EY	EY	EY
CMP5126 Image and Video Processing
CMP5130 Machine Learning and Pattern Recognition	4	4	4	4	4	4	5	5	5	5	5	5	5	5	64	91.43
CMP5130 Machine Learning and Pattern Recognition	Y	Y	Y	Y	Y	Y	EY	EY	EY	EY	EY	EY	EY	EY
CMP5130 Machine Learning and Pattern Recognition
CMP5133 Artificial Neural Networks	4	4	4	4	4	4	5	5	5	5	5	5	5	5	64	91.43
CMP5133 Artificial Neural Networks	Y	Y	Y	Y	Y	Y	EY	EY	EY	EY	EY	EY	EY	EY
CMP5133 Artificial Neural Networks
CMP6138 Analysis of Algorithms	4	4	4	4		4	5	5	5	5	5	5	5	5	60	85.71
CMP6138 Analysis of Algorithms	Y	Y	Y	Y		Y	EY	EY	EY	EY	EY	EY	EY	EY
CMP6138 Analysis of Algorithms
CYS5101 Number Theory and Coding Theory for Cryptography	4	4	4	4	4	4	5	4	5	5	5	5	4	5	62	88.57
CYS5101 Number Theory and Coding Theory for Cryptography	Y	Y	Y	Y	Y	Y	EY	Y	EY	EY	EY	EY	Y	EY
CYS5101 Number Theory and Coding Theory for Cryptography
CYS5119 Secure Web Software Development	4	4	4	4	4	4	4	5	4	5	4	4	5	5	60	85.71
CYS5119 Secure Web Software Development	Y	Y	Y	Y	Y	Y	Y	EY	Y	EY	Y	Y	EY	EY
CYS5119 Secure Web Software Development
CYS5172 Advanced Computer Forensics	4	4	4	4	4	4	5	4	5	5	5	5	5	4	62	88.57
CYS5172 Advanced Computer Forensics	Y	Y	Y	Y	Y	Y	EY	Y	EY	EY	EY	EY	EY	Y
CYS5172 Advanced Computer Forensics
CYS5178 Penetration Testing	4	4	4	4	4	4	5	5	5	5	4	5	5	5	63	90.00
CYS5178 Penetration Testing	Y	Y	Y	Y	Y	Y	EY	EY	EY	EY	Y	EY	EY	EY
CYS5178 Penetration Testing
ENM5201 Advanced Engineering Management	4	4	4	4	4	4	4	5	4	5	5	5	4	5	61	87.14
ENM5201 Advanced Engineering Management	Y	Y	Y	Y	Y	Y	Y	EY	Y	EY	EY	EY	Y	EY
ENM5201 Advanced Engineering Management
ENM5223 Business Management and Entrepreneurship	4	4	4	4	4	4	5	5	4	5	5	5	4	5	62	88.57
ENM5223 Business Management and Entrepreneurship	Y	Y	Y	Y	Y	Y	EY	EY	Y	EY	EY	EY	Y	EY
ENM5223 Business Management and Entrepreneurship
ENM5510 Innovation and Creativity Management	4	4	4	4	4	4	5	4	5	5	5	5	4	5	62	88.57
ENM5510 Innovation and Creativity Management	Y	Y	Y	Y	Y	Y	EY	Y	EY	EY	EY	EY	Y	EY
ENM5510 Innovation and Creativity Management
IND5101 Smart Factories	4	4	4	4	4	4	5	4	5	4	5	5	4	5	61	87.14
IND5101 Smart Factories	Y	Y	Y	Y	Y	Y	EY	Y	EY	Y	EY	EY	Y	EY
IND5101 Smart Factories
IND5102 Internet of Things	4	4	4	4	4	4	5	4	5	5	5	5	4	5	62	88.57
IND5102 Internet of Things	Y	Y	Y	Y	Y	Y	EY	Y	EY	EY	EY	EY	Y	EY
IND5102 Internet of Things
CYS5789 Cyber Security Law	4	4	4	4	4	4	5	5	5	5	4	5	5	4	62	88.57
CYS5789 Cyber Security Law	Y	Y	Y	Y	Y	Y	EY	EY	EY	EY	Y	EY	EY	Y
CYS5789 Cyber Security Law
CYS5123 Web Application Security: Hacking and Defence	4	4	4	4	4	4	5	5	4	5	5	4	5	5	62	88.57
CYS5123 Web Application Security: Hacking and Defence	Y	Y	Y	Y	Y	Y	EY	EY	Y	EY	EY	Y	EY	EY
CYS5123 Web Application Security: Hacking and Defence
CMP5203 High Performance Computer Architecture	4	4	4	4	4	4	5	5	5	4	5	5	5	4	62	88.57
CMP5203 High Performance Computer Architecture	Y	Y	Y	Y	Y	Y	EY	EY	EY	Y	EY	EY	EY	Y
CMP5203 High Performance Computer Architecture
ECO5001 Managerial Economics	4	4	4	4	4	4	5	5	5	4	5	5	4	5	62	88.57
ECO5001 Managerial Economics	Y	Y	Y	Y	Y	Y	EY	EY	EY	Y	EY	EY	Y	EY
ECO5001 Managerial Economics
BUS5105 Strategic Leadership and Management	4	4	4	4	4	4	5	5	5	4	5	5	4	5	62	88.57
BUS5105 Strategic Leadership and Management	Y	Y	Y	Y	Y	Y	EY	EY	EY	Y	EY	EY	Y	EY
BUS5105 Strategic Leadership and Management
CMP5121 Network Security and Cryptography	4	4	4	4	4	4	5	5	5	5	4	5	4	4	61	87.14
CMP5121 Network Security and Cryptography	Y	Y	Y	Y	Y	Y	EY	EY	EY	EY	Y	EY	Y	Y
CMP5121 Network Security and Cryptography
CMP5550 Computer Vision	4	4	4	4	4	4	5	5	4	5	5	4	5	5	62	88.57
CMP5550 Computer Vision	Y	Y	Y	Y	Y	Y	EY	EY	Y	EY	EY	Y	EY	EY
CMP5550 Computer Vision
SEN5550 Business Intelligence	4	4	4	4	4	4	5	5	5	4	5	5	4	5	62	88.57
SEN5550 Business Intelligence	Y	Y	Y	Y	Y	Y	EY	EY	EY	Y	EY	EY	Y	EY
SEN5550 Business Intelligence