BIG DATA ANALYTICS AND MANAGEMENT (ENGLISH, NONTHESIS)

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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

BDA5001 Introduction to Big Data

BDA5002 Marketing Analytics

BUS5301 Research Methods and Ethics

SEN5999 Project

Departmental Elective

BDA5003 Creating Value from Data and Strategic Use Case Generation BDA5010 Big Data and Hadoop Environment BDA5011 Big Data and Analytics BDA5012 Big Data in Cloud Computing BDA5014 Business Strategy for Data Scienctist BDA5015 Exploratory Data Analytics and Visualization BDA5121 Enterpreneurship and Managing Big Data CMP5102 Data Mining II CMP5103 Artificial Intelligence CMP5121 Network Security and Cryptography 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 CMP5550 Computer Vision CMP5931 Special Topics I CMP6138 Analysis of Algorithms ENM5203 Statistical Data Analysis and Decision Making IND5101 Smart Factories IND5102 Internet of Things INE5110 Probabilistic Models and Applications INE5111 Mathematical Programming and Modelling INE5261 Multi Attribute Decision Making INE6103 Multivariate Data Analysis INE6105 Stochastic Models INE6150 Design of Experiments MAT5101 Engineering Mathematics SEN5104 Advanced System Analysis and Design II SEN5144 Software Project Management SEN5301 Introduction to Information Technologies Services Management SEN5315 Service Oriented Architectures SEN5604 Information Security Management

GE-Elective

Course Structure Diagram with Credits

1. Semester
Course Code	Course Name	Prerequisites	Theoretical	Practical	Credit	ECTS
BDA5001	Introduction to Big Data		3	0	3	8
BUS5301	Research Methods and Ethics		3	0	3	9
Departmental Elective					3	7
Course Code Course Name Prerequisites Theoretical Practical Credit ECTS BDA5003 Creating Value from Data and Strategic Use Case Generation 3 0 3 8 BDA5010 Big Data and Hadoop Environment 3 0 3 8 BDA5011 Big Data and Analytics 3 0 3 12 BDA5012 Big Data in Cloud Computing 3 0 3 8 BDA5014 Business Strategy for Data Scienctist 3 0 3 8 BDA5015 Exploratory Data Analytics and Visualization 3 0 3 8 BDA5121 Enterpreneurship and Managing Big Data 3 0 3 8 CMP5102 Data Mining II 3 0 3 12 CMP5103 Artificial Intelligence 3 0 3 8 CMP5121 Network Security and Cryptography 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 CMP5550 Computer Vision 3 0 3 8 CMP5931 Special Topics I 3 0 3 12 CMP6138 Analysis of Algorithms 3 0 3 6 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 INE5261 Multi Attribute Decision Making 3 0 3 12 INE6103 Multivariate Data Analysis 3 0 3 9 INE6105 Stochastic Models 3 0 3 9 INE6150 Design of Experiments 3 0 3 8 MAT5101 Engineering Mathematics 3 0 3 8 SEN5104 Advanced System Analysis and Design II 3 0 3 12 SEN5144 Software Project Management 3 0 3 8 SEN5301 Introduction to Information Technologies Services Management 3 0 3 8 SEN5315 Service Oriented Architectures 3 0 3 8 SEN5604 Information Security Management 3 0 3 8
Departmental Elective					3	6
Course Code Course Name Prerequisites Theoretical Practical Credit ECTS BDA5003 Creating Value from Data and Strategic Use Case Generation 3 0 3 8 BDA5010 Big Data and Hadoop Environment 3 0 3 8 BDA5011 Big Data and Analytics 3 0 3 12 BDA5012 Big Data in Cloud Computing 3 0 3 8 BDA5014 Business Strategy for Data Scienctist 3 0 3 8 BDA5015 Exploratory Data Analytics and Visualization 3 0 3 8 BDA5121 Enterpreneurship and Managing Big Data 3 0 3 8 CMP5102 Data Mining II 3 0 3 12 CMP5103 Artificial Intelligence 3 0 3 8 CMP5121 Network Security and Cryptography 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 CMP5550 Computer Vision 3 0 3 8 CMP5931 Special Topics I 3 0 3 12 CMP6138 Analysis of Algorithms 3 0 3 6 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 INE5261 Multi Attribute Decision Making 3 0 3 12 INE6103 Multivariate Data Analysis 3 0 3 9 INE6105 Stochastic Models 3 0 3 9 INE6150 Design of Experiments 3 0 3 8 MAT5101 Engineering Mathematics 3 0 3 8 SEN5104 Advanced System Analysis and Design II 3 0 3 12 SEN5144 Software Project Management 3 0 3 8 SEN5301 Introduction to Information Technologies Services Management 3 0 3 8 SEN5315 Service Oriented Architectures 3 0 3 8 SEN5604 Information Security Management 3 0 3 8
Total						30

2. Semester
Course Code	Course Name	Prerequisites	Theoretical	Practical	Credit	ECTS
BDA5002	Marketing Analytics		3	0	3	8
Departmental Elective					3	7
Course Code Course Name Prerequisites Theoretical Practical Credit ECTS BDA5003 Creating Value from Data and Strategic Use Case Generation 3 0 3 8 BDA5010 Big Data and Hadoop Environment 3 0 3 8 BDA5011 Big Data and Analytics 3 0 3 12 BDA5012 Big Data in Cloud Computing 3 0 3 8 BDA5014 Business Strategy for Data Scienctist 3 0 3 8 BDA5015 Exploratory Data Analytics and Visualization 3 0 3 8 BDA5121 Enterpreneurship and Managing Big Data 3 0 3 8 CMP5102 Data Mining II 3 0 3 12 CMP5103 Artificial Intelligence 3 0 3 8 CMP5121 Network Security and Cryptography 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 CMP5550 Computer Vision 3 0 3 8 CMP5931 Special Topics I 3 0 3 12 CMP6138 Analysis of Algorithms 3 0 3 6 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 INE5261 Multi Attribute Decision Making 3 0 3 12 INE6103 Multivariate Data Analysis 3 0 3 9 INE6105 Stochastic Models 3 0 3 9 INE6150 Design of Experiments 3 0 3 8 MAT5101 Engineering Mathematics 3 0 3 8 SEN5104 Advanced System Analysis and Design II 3 0 3 12 SEN5144 Software Project Management 3 0 3 8 SEN5301 Introduction to Information Technologies Services Management 3 0 3 8 SEN5315 Service Oriented Architectures 3 0 3 8 SEN5604 Information Security Management 3 0 3 8
Departmental Elective					3	8
Course Code Course Name Prerequisites Theoretical Practical Credit ECTS BDA5003 Creating Value from Data and Strategic Use Case Generation 3 0 3 8 BDA5010 Big Data and Hadoop Environment 3 0 3 8 BDA5011 Big Data and Analytics 3 0 3 12 BDA5012 Big Data in Cloud Computing 3 0 3 8 BDA5014 Business Strategy for Data Scienctist 3 0 3 8 BDA5015 Exploratory Data Analytics and Visualization 3 0 3 8 BDA5121 Enterpreneurship and Managing Big Data 3 0 3 8 CMP5102 Data Mining II 3 0 3 12 CMP5103 Artificial Intelligence 3 0 3 8 CMP5121 Network Security and Cryptography 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 CMP5550 Computer Vision 3 0 3 8 CMP5931 Special Topics I 3 0 3 12 CMP6138 Analysis of Algorithms 3 0 3 6 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 INE5261 Multi Attribute Decision Making 3 0 3 12 INE6103 Multivariate Data Analysis 3 0 3 9 INE6105 Stochastic Models 3 0 3 9 INE6150 Design of Experiments 3 0 3 8 MAT5101 Engineering Mathematics 3 0 3 8 SEN5104 Advanced System Analysis and Design II 3 0 3 12 SEN5144 Software Project Management 3 0 3 8 SEN5301 Introduction to Information Technologies Services Management 3 0 3 8 SEN5315 Service Oriented Architectures 3 0 3 8 SEN5604 Information Security Management 3 0 3 8
Departmental Elective					3	7
Course Code Course Name Prerequisites Theoretical Practical Credit ECTS BDA5003 Creating Value from Data and Strategic Use Case Generation 3 0 3 8 BDA5010 Big Data and Hadoop Environment 3 0 3 8 BDA5011 Big Data and Analytics 3 0 3 12 BDA5012 Big Data in Cloud Computing 3 0 3 8 BDA5014 Business Strategy for Data Scienctist 3 0 3 8 BDA5015 Exploratory Data Analytics and Visualization 3 0 3 8 BDA5121 Enterpreneurship and Managing Big Data 3 0 3 8 CMP5102 Data Mining II 3 0 3 12 CMP5103 Artificial Intelligence 3 0 3 8 CMP5121 Network Security and Cryptography 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 CMP5550 Computer Vision 3 0 3 8 CMP5931 Special Topics I 3 0 3 12 CMP6138 Analysis of Algorithms 3 0 3 6 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 INE5261 Multi Attribute Decision Making 3 0 3 12 INE6103 Multivariate Data Analysis 3 0 3 9 INE6105 Stochastic Models 3 0 3 9 INE6150 Design of Experiments 3 0 3 8 MAT5101 Engineering Mathematics 3 0 3 8 SEN5104 Advanced System Analysis and Design II 3 0 3 12 SEN5144 Software Project Management 3 0 3 8 SEN5301 Introduction to Information Technologies Services Management 3 0 3 8 SEN5315 Service Oriented Architectures 3 0 3 8 SEN5604 Information Security Management 3 0 3 8
Total						30

3. Semester
Course Code	Course Name	Prerequisites	Theoretical	Practical	Credit	ECTS
SEN5999	Project		0	0	0	16
Departmental Elective					3	7
Course Code Course Name Prerequisites Theoretical Practical Credit ECTS BDA5003 Creating Value from Data and Strategic Use Case Generation 3 0 3 8 BDA5010 Big Data and Hadoop Environment 3 0 3 8 BDA5011 Big Data and Analytics 3 0 3 12 BDA5012 Big Data in Cloud Computing 3 0 3 8 BDA5014 Business Strategy for Data Scienctist 3 0 3 8 BDA5015 Exploratory Data Analytics and Visualization 3 0 3 8 BDA5121 Enterpreneurship and Managing Big Data 3 0 3 8 CMP5102 Data Mining II 3 0 3 12 CMP5103 Artificial Intelligence 3 0 3 8 CMP5121 Network Security and Cryptography 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 CMP5550 Computer Vision 3 0 3 8 CMP5931 Special Topics I 3 0 3 12 CMP6138 Analysis of Algorithms 3 0 3 6 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 INE5261 Multi Attribute Decision Making 3 0 3 12 INE6103 Multivariate Data Analysis 3 0 3 9 INE6105 Stochastic Models 3 0 3 9 INE6150 Design of Experiments 3 0 3 8 MAT5101 Engineering Mathematics 3 0 3 8 SEN5104 Advanced System Analysis and Design II 3 0 3 12 SEN5144 Software Project Management 3 0 3 8 SEN5301 Introduction to Information Technologies Services Management 3 0 3 8 SEN5315 Service Oriented Architectures 3 0 3 8 SEN5604 Information Security Management 3 0 3 8
Departmental Elective					3	7
Course Code Course Name Prerequisites Theoretical Practical Credit ECTS BDA5003 Creating Value from Data and Strategic Use Case Generation 3 0 3 8 BDA5010 Big Data and Hadoop Environment 3 0 3 8 BDA5011 Big Data and Analytics 3 0 3 12 BDA5012 Big Data in Cloud Computing 3 0 3 8 BDA5014 Business Strategy for Data Scienctist 3 0 3 8 BDA5015 Exploratory Data Analytics and Visualization 3 0 3 8 BDA5121 Enterpreneurship and Managing Big Data 3 0 3 8 CMP5102 Data Mining II 3 0 3 12 CMP5103 Artificial Intelligence 3 0 3 8 CMP5121 Network Security and Cryptography 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 CMP5550 Computer Vision 3 0 3 8 CMP5931 Special Topics I 3 0 3 12 CMP6138 Analysis of Algorithms 3 0 3 6 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 INE5261 Multi Attribute Decision Making 3 0 3 12 INE6103 Multivariate Data Analysis 3 0 3 9 INE6105 Stochastic Models 3 0 3 9 INE6150 Design of Experiments 3 0 3 8 MAT5101 Engineering Mathematics 3 0 3 8 SEN5104 Advanced System Analysis and Design II 3 0 3 12 SEN5144 Software Project Management 3 0 3 8 SEN5301 Introduction to Information Technologies Services Management 3 0 3 8 SEN5315 Service Oriented Architectures 3 0 3 8 SEN5604 Information Security Management 3 0 3 8
Total						30

Program Director (or Equivalent)

BIG DATA ANALYTICS AND MANAGEMENT (ENGLISH, NONTHESIS) - GRADUATE SCHOOL