CYBER SECURITY (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

BUS5301 Research Methods and Ethics

98.57

BUS5301 Research Methods and Ethics

CYS5021 Cyber Security

92.86

CYS5021 Cyber Security

CYS5887 Seminar

100.00

CYS5887 Seminar

CYS5888-1 Master Thesis

100.00

CYS5888-1 Master Thesis

CYS5888-2 Master Thesis

100.00

CYS5888-2 Master Thesis

SEN5604 Information Security Management

90.00

SEN5604 Information Security Management

BDA5001 Introduction to Big Data	4	4	4	4	4	5	5	4	5	5	4	5	5	5	63	90.00
BDA5001 Introduction to Big Data	Y	Y	Y	Y	Y	EY	EY	Y	EY	EY	Y	EY	EY	EY
BDA5001 Introduction to Big Data
BDA5015 Exploratory Data Analytics and Visualization	4	4	4	4	4	4	5	5	5	4	5	5	4	4	61	87.14
BDA5015 Exploratory Data Analytics and Visualization	Y	Y	Y	Y	Y	Y	EY	EY	EY	Y	EY	EY	Y	Y
BDA5015 Exploratory Data Analytics and Visualization
CMP5101 Data Mining	4	4	4	4	4	4	5	5	5	5	4	5	5	5	63	90.00
CMP5101 Data Mining	Y	Y	Y	Y	Y	Y	EY	EY	EY	EY	Y	EY	EY	EY
CMP5101 Data Mining
CMP5123 Computer Networks and Mobile Communications	4	4	4	5	4	4	4	5	5	5	5	5	4	5	63	90.00
CMP5123 Computer Networks and Mobile Communications	Y	Y	Y	EY	Y	Y	Y	EY	EY	EY	EY	EY	Y	EY
CMP5123 Computer Networks and Mobile Communications
CMP5126 Image and Video Processing	4	4	4	5	4	4	4	4	5	5	5	5	5	5	63	90.00
CMP5126 Image and Video Processing	Y	Y	Y	EY	Y	Y	Y	Y	EY	EY	EY	EY	EY	EY
CMP5126 Image and Video Processing
CMP5130 Machine Learning and Pattern Recognition	4	4	4	5	4	4	5	5	4	5	5	5	5	5	64	91.43
CMP5130 Machine Learning and Pattern Recognition	Y	Y	Y	EY	Y	Y	EY	EY	Y	EY	EY	EY	EY	EY
CMP5130 Machine Learning and Pattern Recognition
CMP5133 Artificial Neural Networks	4	4	5	4	4	4	4	5	5	5	5	5	5	5	64	91.43
CMP5133 Artificial Neural Networks	Y	Y	EY	Y	Y	Y	Y	EY	EY	EY	EY	EY	EY	EY
CMP5133 Artificial Neural Networks
CMP6138 Analysis of Algorithms	4	5	5	4	5	4	4	4	5	5	5	5	5	5	65	92.86
CMP6138 Analysis of Algorithms	Y	EY	EY	Y	EY	Y	Y	Y	EY	EY	EY	EY	EY	EY
CMP6138 Analysis of Algorithms
CYS5101 Number Theory and Coding Theory for Cryptography	4	4	4	5	5	5	5	4	5	5	5	5	5	5	66	94.29
CYS5101 Number Theory and Coding Theory for Cryptography	Y	Y	Y	EY	EY	EY	EY	Y	EY	EY	EY	EY	EY	EY
CYS5101 Number Theory and Coding Theory for Cryptography
CYS5119 Secure Web Software Development	4	5	4	4	4	4	5	5	5	5	5	5	5	5	65	92.86
CYS5119 Secure Web Software Development	Y	EY	Y	Y	Y	Y	EY	EY	EY	EY	EY	EY	EY	EY
CYS5119 Secure Web Software Development
CYS5172 Advanced Computer Forensics	4	4	5	4	4	4	5	4	4	5	5	5	5	5	63	90.00
CYS5172 Advanced Computer Forensics	Y	Y	EY	Y	Y	Y	EY	Y	Y	EY	EY	EY	EY	EY
CYS5172 Advanced Computer Forensics
CYS5178 Penetration Testing	4	4	4	4	4	5	5	5	4	5	4	5	5	5	63	90.00
CYS5178 Penetration Testing	Y	Y	Y	Y	Y	EY	EY	EY	Y	EY	Y	EY	EY	EY
CYS5178 Penetration Testing
CYS5789 Cyber Security Law	4	4	4	4	5	5	5	5	5	5	5	5	5	5	66	94.29
CYS5789 Cyber Security Law	Y	Y	Y	Y	EY	EY	EY	EY	EY	EY	EY	EY	EY	EY
CYS5789 Cyber Security Law
IND5101 Smart Factories	4	4	4	5	4	4	5	5	5	5	4	5	5	5	64	91.43
IND5101 Smart Factories	Y	Y	Y	EY	Y	Y	EY	EY	EY	EY	Y	EY	EY	EY
IND5101 Smart Factories
IND5102 Internet of Things	4	4	4	5	4	4	5	5	5	4	5	5	5	5	64	91.43
IND5102 Internet of Things	Y	Y	Y	EY	Y	Y	EY	EY	EY	Y	EY	EY	EY	EY
IND5102 Internet of Things
CYS5123 Web Application Security: Hacking and Defence	4	5	4	4	4	5	5	5	5	5	5	5	4	5	65	92.86
CYS5123 Web Application Security: Hacking and Defence	Y	EY	Y	Y	Y	EY	EY	EY	EY	EY	EY	EY	Y	EY
CYS5123 Web Application Security: Hacking and Defence
ENM5227 Risk Management	4	4	4	5	4	4	4	5	4	5	5	5	5	5	63	90.00
ENM5227 Risk Management	Y	Y	Y	EY	Y	Y	Y	EY	Y	EY	EY	EY	EY	EY
ENM5227 Risk Management
ENM5511 Strategical Marketing Management	4	4	5	4	4	4	5	5	5	4	5	5	5	5	64	91.43
ENM5511 Strategical Marketing Management	Y	Y	EY	Y	Y	Y	EY	EY	EY	Y	EY	EY	EY	EY
ENM5511 Strategical Marketing Management
ENM5112 Project Management	4	4	5	5	4	4	4	5	5	5	4	5	5	5	64	91.43
ENM5112 Project Management	Y	Y	EY	EY	Y	Y	Y	EY	EY	EY	Y	EY	EY	EY
ENM5112 Project Management
CMP5121 Network Security and Cryptography	4	4	5	4	4	4	5	5	5	5	4	5	5	4	63	90.00
CMP5121 Network Security and Cryptography	Y	Y	EY	Y	Y	Y	EY	EY	EY	EY	Y	EY	EY	Y
CMP5121 Network Security and Cryptography
CMP5203 High Performance Computer Architecture	4	4	5	4	4	4	5	5	4	5	5	4	5	5	63	90.00
CMP5203 High Performance Computer Architecture	Y	Y	EY	Y	Y	Y	EY	EY	Y	EY	EY	Y	EY	EY
CMP5203 High Performance Computer Architecture
CMP5550 Computer Vision	4	4	4	5	4	4	5	5	5	4	5	5	5	5	64	91.43
CMP5550 Computer Vision	Y	Y	Y	EY	Y	Y	EY	EY	EY	Y	EY	EY	EY	EY
CMP5550 Computer Vision