COMPUTER ENGINEERING (ENGLISH, THESIS)

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Qualification Requirements and Regulations

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Recognition of Prior Learning

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Occupational Profiles of Graduates

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Access to Further Studies

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Program Outcomes

Course & Program Outcomes Matrix

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

Program Outcomes

Courses

BUS5301 Research Methods and Ethics

CMP5101 Data Mining

CMP5103 Artificial Intelligence

CMP5887 Seminar

CMP5888-1 Master Thesis

CMP5888-2 Master Thesis

Departmental Elective

BDA5002 Marketing Analytics BDA5012 Big Data in Cloud Computing CMP5102 Data Mining II CMP5103 Artificial Intelligence CMP5123 Computer Networks and Mobile Communications CMP5126 Image and Video Processing CMP5130 Machine Learning and Pattern Recognition CMP5133 Artificial Neural Networks CMP5151 Software Design Patterns CMP5203 High Performance Computer Architecture CMP5205 Advanced Computer Vision CMP5208 Parallel Computing with GPUs CMP6138 Analysis of Algorithms CMP6160 Advanced Topics in Artificial Intelligence CYS5021 Cyber Security CYS5119 Secure Web Software Development CYS5123 Web Application Security: Hacking and Defence CYS5172 Advanced Computer Forensics CYS5178 Penetration Testing CYS5789 Cyber Security Law EEE5010 Optimization EEE5012 Numerical Methods in Engineering EEE5014 Random Processes and Estimation Theory EEE5022 Applied Statistics EEE5043 Error Control Coding ENM5203 Statistical Data Analysis and Decision Making IND5101 Smart Factories IND5102 Internet of Things INE5110 Probabilistic Models and Applications INE5111 Mathematical Programming and Modelling INE5206 Decision Analysis INE5261 Multi Attribute Decision Making INE5309 Enterprise Resource Planning with SAP INE6101 Linear Optimization INE6103 Multivariate Data Analysis INE6105 Stochastic Models MAT5101 Engineering Mathematics MCH5001 Linear System Theory MCH5462 Advanced Robotics SEN5315 Service Oriented Architectures

GE-Elective

Course Structure Diagram with Credits

1. Semester
Course Code	Course Name	Prerequisites	Theoretical	Practical	Credit	ECTS
BUS5301	Research Methods and Ethics		3	0	3	9
CMP5103	Artificial Intelligence		3	0	3	8
Departmental Elective					3	7
Course Code Course Name Prerequisites Theoretical Practical Credit ECTS BDA5002 Marketing Analytics 3 0 3 8 BDA5012 Big Data in Cloud Computing 3 0 3 8 CMP5102 Data Mining II 3 0 3 12 CMP5103 Artificial Intelligence 3 0 3 8 CMP5123 Computer Networks and Mobile Communications 3 0 3 9 CMP5126 Image and Video Processing 3 0 3 12 CMP5130 Machine Learning and Pattern Recognition 3 0 3 12 CMP5133 Artificial Neural Networks 3 0 3 12 CMP5151 Software Design Patterns 3 0 3 12 CMP5203 High Performance Computer Architecture 3 0 3 12 CMP5205 Advanced Computer Vision 0 0 3 8 CMP5208 Parallel Computing with GPUs 3 0 3 12 CMP6138 Analysis of Algorithms 3 0 3 6 CMP6160 Advanced Topics in Artificial Intelligence 3 0 3 9 CYS5021 Cyber Security 3 0 3 8 CYS5119 Secure Web Software Development 3 0 3 12 CYS5123 Web Application Security: Hacking and Defence 3 0 3 12 CYS5172 Advanced Computer Forensics 3 0 3 12 CYS5178 Penetration Testing 3 0 3 12 CYS5789 Cyber Security Law 3 0 3 8 EEE5010 Optimization 3 0 3 9 EEE5012 Numerical Methods in Engineering 3 0 3 8 EEE5014 Random Processes and Estimation Theory 3 0 3 8 EEE5022 Applied Statistics 3 0 3 9 EEE5043 Error Control Coding 3 0 3 12 ENM5203 Statistical Data Analysis and Decision Making 3 0 3 12 IND5101 Smart Factories 3 0 3 8 IND5102 Internet of Things 3 0 3 8 INE5110 Probabilistic Models and Applications 3 0 3 8 INE5111 Mathematical Programming and Modelling 3 0 3 8 INE5206 Decision Analysis 3 0 3 12 INE5261 Multi Attribute Decision Making 3 0 3 12 INE5309 Enterprise Resource Planning with SAP 3 0 3 12 INE6101 Linear Optimization 3 0 3 9 INE6103 Multivariate Data Analysis 3 0 3 9 INE6105 Stochastic Models 3 0 3 9 MAT5101 Engineering Mathematics 3 0 3 8 MCH5001 Linear System Theory 3 0 3 8 MCH5462 Advanced Robotics 3 0 3 8 SEN5315 Service Oriented Architectures 3 0 3 8
Departmental Elective					3	6
Course Code Course Name Prerequisites Theoretical Practical Credit ECTS BDA5002 Marketing Analytics 3 0 3 8 BDA5012 Big Data in Cloud Computing 3 0 3 8 CMP5102 Data Mining II 3 0 3 12 CMP5103 Artificial Intelligence 3 0 3 8 CMP5123 Computer Networks and Mobile Communications 3 0 3 9 CMP5126 Image and Video Processing 3 0 3 12 CMP5130 Machine Learning and Pattern Recognition 3 0 3 12 CMP5133 Artificial Neural Networks 3 0 3 12 CMP5151 Software Design Patterns 3 0 3 12 CMP5203 High Performance Computer Architecture 3 0 3 12 CMP5205 Advanced Computer Vision 0 0 3 8 CMP5208 Parallel Computing with GPUs 3 0 3 12 CMP6138 Analysis of Algorithms 3 0 3 6 CMP6160 Advanced Topics in Artificial Intelligence 3 0 3 9 CYS5021 Cyber Security 3 0 3 8 CYS5119 Secure Web Software Development 3 0 3 12 CYS5123 Web Application Security: Hacking and Defence 3 0 3 12 CYS5172 Advanced Computer Forensics 3 0 3 12 CYS5178 Penetration Testing 3 0 3 12 CYS5789 Cyber Security Law 3 0 3 8 EEE5010 Optimization 3 0 3 9 EEE5012 Numerical Methods in Engineering 3 0 3 8 EEE5014 Random Processes and Estimation Theory 3 0 3 8 EEE5022 Applied Statistics 3 0 3 9 EEE5043 Error Control Coding 3 0 3 12 ENM5203 Statistical Data Analysis and Decision Making 3 0 3 12 IND5101 Smart Factories 3 0 3 8 IND5102 Internet of Things 3 0 3 8 INE5110 Probabilistic Models and Applications 3 0 3 8 INE5111 Mathematical Programming and Modelling 3 0 3 8 INE5206 Decision Analysis 3 0 3 12 INE5261 Multi Attribute Decision Making 3 0 3 12 INE5309 Enterprise Resource Planning with SAP 3 0 3 12 INE6101 Linear Optimization 3 0 3 9 INE6103 Multivariate Data Analysis 3 0 3 9 INE6105 Stochastic Models 3 0 3 9 MAT5101 Engineering Mathematics 3 0 3 8 MCH5001 Linear System Theory 3 0 3 8 MCH5462 Advanced Robotics 3 0 3 8 SEN5315 Service Oriented Architectures 3 0 3 8
Total						30

2. Semester
Course Code	Course Name	Prerequisites	Theoretical	Practical	Credit	ECTS
CMP5101	Data Mining		3	0	3	8
Departmental Elective					3	7
Course Code Course Name Prerequisites Theoretical Practical Credit ECTS BDA5002 Marketing Analytics 3 0 3 8 BDA5012 Big Data in Cloud Computing 3 0 3 8 CMP5102 Data Mining II 3 0 3 12 CMP5103 Artificial Intelligence 3 0 3 8 CMP5123 Computer Networks and Mobile Communications 3 0 3 9 CMP5126 Image and Video Processing 3 0 3 12 CMP5130 Machine Learning and Pattern Recognition 3 0 3 12 CMP5133 Artificial Neural Networks 3 0 3 12 CMP5151 Software Design Patterns 3 0 3 12 CMP5203 High Performance Computer Architecture 3 0 3 12 CMP5205 Advanced Computer Vision 0 0 3 8 CMP5208 Parallel Computing with GPUs 3 0 3 12 CMP6138 Analysis of Algorithms 3 0 3 6 CMP6160 Advanced Topics in Artificial Intelligence 3 0 3 9 CYS5021 Cyber Security 3 0 3 8 CYS5119 Secure Web Software Development 3 0 3 12 CYS5123 Web Application Security: Hacking and Defence 3 0 3 12 CYS5172 Advanced Computer Forensics 3 0 3 12 CYS5178 Penetration Testing 3 0 3 12 CYS5789 Cyber Security Law 3 0 3 8 EEE5010 Optimization 3 0 3 9 EEE5012 Numerical Methods in Engineering 3 0 3 8 EEE5014 Random Processes and Estimation Theory 3 0 3 8 EEE5022 Applied Statistics 3 0 3 9 EEE5043 Error Control Coding 3 0 3 12 ENM5203 Statistical Data Analysis and Decision Making 3 0 3 12 IND5101 Smart Factories 3 0 3 8 IND5102 Internet of Things 3 0 3 8 INE5110 Probabilistic Models and Applications 3 0 3 8 INE5111 Mathematical Programming and Modelling 3 0 3 8 INE5206 Decision Analysis 3 0 3 12 INE5261 Multi Attribute Decision Making 3 0 3 12 INE5309 Enterprise Resource Planning with SAP 3 0 3 12 INE6101 Linear Optimization 3 0 3 9 INE6103 Multivariate Data Analysis 3 0 3 9 INE6105 Stochastic Models 3 0 3 9 MAT5101 Engineering Mathematics 3 0 3 8 MCH5001 Linear System Theory 3 0 3 8 MCH5462 Advanced Robotics 3 0 3 8 SEN5315 Service Oriented Architectures 3 0 3 8
Departmental Elective					3	8
Course Code Course Name Prerequisites Theoretical Practical Credit ECTS BDA5002 Marketing Analytics 3 0 3 8 BDA5012 Big Data in Cloud Computing 3 0 3 8 CMP5102 Data Mining II 3 0 3 12 CMP5103 Artificial Intelligence 3 0 3 8 CMP5123 Computer Networks and Mobile Communications 3 0 3 9 CMP5126 Image and Video Processing 3 0 3 12 CMP5130 Machine Learning and Pattern Recognition 3 0 3 12 CMP5133 Artificial Neural Networks 3 0 3 12 CMP5151 Software Design Patterns 3 0 3 12 CMP5203 High Performance Computer Architecture 3 0 3 12 CMP5205 Advanced Computer Vision 0 0 3 8 CMP5208 Parallel Computing with GPUs 3 0 3 12 CMP6138 Analysis of Algorithms 3 0 3 6 CMP6160 Advanced Topics in Artificial Intelligence 3 0 3 9 CYS5021 Cyber Security 3 0 3 8 CYS5119 Secure Web Software Development 3 0 3 12 CYS5123 Web Application Security: Hacking and Defence 3 0 3 12 CYS5172 Advanced Computer Forensics 3 0 3 12 CYS5178 Penetration Testing 3 0 3 12 CYS5789 Cyber Security Law 3 0 3 8 EEE5010 Optimization 3 0 3 9 EEE5012 Numerical Methods in Engineering 3 0 3 8 EEE5014 Random Processes and Estimation Theory 3 0 3 8 EEE5022 Applied Statistics 3 0 3 9 EEE5043 Error Control Coding 3 0 3 12 ENM5203 Statistical Data Analysis and Decision Making 3 0 3 12 IND5101 Smart Factories 3 0 3 8 IND5102 Internet of Things 3 0 3 8 INE5110 Probabilistic Models and Applications 3 0 3 8 INE5111 Mathematical Programming and Modelling 3 0 3 8 INE5206 Decision Analysis 3 0 3 12 INE5261 Multi Attribute Decision Making 3 0 3 12 INE5309 Enterprise Resource Planning with SAP 3 0 3 12 INE6101 Linear Optimization 3 0 3 9 INE6103 Multivariate Data Analysis 3 0 3 9 INE6105 Stochastic Models 3 0 3 9 MAT5101 Engineering Mathematics 3 0 3 8 MCH5001 Linear System Theory 3 0 3 8 MCH5462 Advanced Robotics 3 0 3 8 SEN5315 Service Oriented Architectures 3 0 3 8
Departmental Elective					3	7
Course Code Course Name Prerequisites Theoretical Practical Credit ECTS BDA5002 Marketing Analytics 3 0 3 8 BDA5012 Big Data in Cloud Computing 3 0 3 8 CMP5102 Data Mining II 3 0 3 12 CMP5103 Artificial Intelligence 3 0 3 8 CMP5123 Computer Networks and Mobile Communications 3 0 3 9 CMP5126 Image and Video Processing 3 0 3 12 CMP5130 Machine Learning and Pattern Recognition 3 0 3 12 CMP5133 Artificial Neural Networks 3 0 3 12 CMP5151 Software Design Patterns 3 0 3 12 CMP5203 High Performance Computer Architecture 3 0 3 12 CMP5205 Advanced Computer Vision 0 0 3 8 CMP5208 Parallel Computing with GPUs 3 0 3 12 CMP6138 Analysis of Algorithms 3 0 3 6 CMP6160 Advanced Topics in Artificial Intelligence 3 0 3 9 CYS5021 Cyber Security 3 0 3 8 CYS5119 Secure Web Software Development 3 0 3 12 CYS5123 Web Application Security: Hacking and Defence 3 0 3 12 CYS5172 Advanced Computer Forensics 3 0 3 12 CYS5178 Penetration Testing 3 0 3 12 CYS5789 Cyber Security Law 3 0 3 8 EEE5010 Optimization 3 0 3 9 EEE5012 Numerical Methods in Engineering 3 0 3 8 EEE5014 Random Processes and Estimation Theory 3 0 3 8 EEE5022 Applied Statistics 3 0 3 9 EEE5043 Error Control Coding 3 0 3 12 ENM5203 Statistical Data Analysis and Decision Making 3 0 3 12 IND5101 Smart Factories 3 0 3 8 IND5102 Internet of Things 3 0 3 8 INE5110 Probabilistic Models and Applications 3 0 3 8 INE5111 Mathematical Programming and Modelling 3 0 3 8 INE5206 Decision Analysis 3 0 3 12 INE5261 Multi Attribute Decision Making 3 0 3 12 INE5309 Enterprise Resource Planning with SAP 3 0 3 12 INE6101 Linear Optimization 3 0 3 9 INE6103 Multivariate Data Analysis 3 0 3 9 INE6105 Stochastic Models 3 0 3 9 MAT5101 Engineering Mathematics 3 0 3 8 MCH5001 Linear System Theory 3 0 3 8 MCH5462 Advanced Robotics 3 0 3 8 SEN5315 Service Oriented Architectures 3 0 3 8
Total						30

3. Semester
Course Code	Course Name	Prerequisites	Theoretical	Practical	Credit	ECTS
CMP5887	Seminar	☑	0	0	0	10
CMP5888-1	Master Thesis		0	0	0	20
Total						30

4. Semester
Course Code	Course Name	Prerequisites	Theoretical	Practical	Credit	ECTS
CMP5888-2	Master Thesis	☑	0	0	0	30
Total						30

Program Director (or Equivalent)

COMPUTER ENGINEERING (ENGLISH, THESIS) - GRADUATE SCHOOL