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Управување во информатички технологии

Управување во информатички технологии (1 years)

General information

The title obtained after completion of the study program

Магистер по Управување во информатички технологии
Master of Science in IT management

Coordinator

Љупчо Антовски

Study program

Subjects

Semester: 9 Semester: 10

Semester: 9

Compulsory subjects
Code Subject
IT-I-03 ICT Management
ITMW01 Advanced software project management
ITMW02 Advanced ICT Innovation and Entrepreneurship
Elective subject from study program студиска програма-з
Elective subject from study program or faculty студиска програма-з факултет-з

Semester: 10

Compulsory subjects
Code Subject
ITMS01 Advanced Software Requirements Engineering
m23_s_500 Master thesis
Elective subject from study program or faculty студиска програма-л факултет-л

Elective subjects from group: студиска програма-з

Code Предмет Suggested semester Dependencies
m23_w_001 Ecosystem Informatics Needs Analysis 9
m23_w_003 Model-based software engineering 9
m23_w_008 Analysis and design of information systems 9
m23_w_012 Business modeling 9
m23_w_021 Practical application of digital forensics 9
m23_w_023 Applied statistical analysis 9
m23_w_028 Deep learning for natural language processing 9
m23_w_029 Human resource Management 9
m23_w_033 Systems for data-based business decision-making 9
m23_w_042 Discovery of knowledge about business processes 9
m23_w_054 e-Business 9
m23_w_059 Internet infrastructure management 9
m23_w_060 Business design 9
m23_w_062 Advanced topics from E-Government 9
m23_w_063 Database management 9

Elective subjects from group: студиска програма-л

Code Предмет Suggested semester Dependencies
m23_s_261 Managing the software testing process 9 нема
SDP-Z-4 Exploratory predictive analytics 9
SI-Z-01 Software Lifecycle Management 9
EDU-Z-04 Learning through play 10
m23_s_012 Small business management 10
m23_s_026 Software architectures 10
m23_s_029 Change and risk management 10
m23_s_036 Advanced Data Science 10
m23_s_041 Recommender systems, virtual guidance and virtual self-help in mastering knowledge 10
m23_s_045 Student involvement in humanitarian, free and open source software development 10
m23_s_046 Strategic management in IT 10
m23_s_050 Software reliability 10
m23_s_051 ERP Business Systems Engineering 10
m23_s_052 Business analytics 10
m23_s_059 Digital marketing 10
m23_s_066 Management of electronic educational systems 10
m23_s_068 Project optimization and operational research 10
m23_s_069 Management of IT services 10
m23_s_076 Engineering ethics 10
m23_s_211 Big Data and Distributed Data Analytics 10
m23_s_226 Digital transformation 10

Elective subjects from group: факултет-з

Code Предмет Suggested semester Dependencies
BI-I-02 Data processing 9
BI-Z-01 Fundamentals of Molecular Biology 9
BI-Z-02 Fundamentals of Bioinformatics 9
CC-Z-01 Virtualized data centers 9
CC-Z-02 Scalability for SaaS applications 9
CC-Z-03 Security challenges in virtual environments 9
DCS-I-05 Coding theory and applications 9
DCS-I-06 Multimedia and scalable web 9
DCS-Z-01 Applied cryptography 9
DS001 Introductionary topics for data scienсе 9
DS003 Data Engineering 9
DS004 Data Science 9
EDU-Z-01 Modern teaching methods 9
EDU-Z-02 Advanced ICT in Education 9
EDU-Z-03 Creating digital educational content 9
EI-I-02 Environmental modeling 9
EI-Z-01 Concepts in Eco-informatics 9
EI-Z-03 Implementation of Geographic Information Systems 9
IS-Z-01 Modeling and fusing unstructured data 9
IS-Z-03 Modern intelligent systems 9
IS-Z-04 Advanced machine learning 9
IT-Z-01 Cyber threats analysis 9
IT-Z-02 Advanced mobile and web applications 9
IT-Z-03 Network science 9
KN-Z-01 Advanced algorithms 9
KN-Z-02 Optimization methods 9
KN-Z-03 Formal methods 9
m23_s_157 Client server paradigms 9
m23_s_202 Monitoring and data processing in environmental engineering 9
m23_s_235 Medical informatics 9
m23_s_237 Internet of Things for eco-systems 9
m23_s_238 Random processes 9
m23_s_241 Performance, reliability and security of databases 9
m23_s_256 Advanced topics in computer architecture 9
m23_w_004 Cryptographic Engineering 9
m23_w_005 Advanced Computer Graphics 9
m23_w_006 Structural Bioinformatics and Proteomics 9
m23_w_007 Application of wavelets in numerical simulations 9
m23_w_009 Bayesian data analysis 9
m23_w_010 Interoperability, portability and federation of scalable web services 9
m23_w_013 Scalable Cloud Development Platforms 9
m23_w_014 High Performance Computing Software Testing 9 Нема
m23_w_015 Ambient intelligence 9
m23_w_016 Time Series Analysis and Forecasting 9
m23_w_017 DevOps software development 9
m23_w_018 Applied Information Theory 9
m23_w_019 Mathematical Logic for Computer Science 9
m23_w_020 Cryptanalysis 9
m23_w_022 Data visualisation 9
m23_w_024 Web of the future 9
m23_w_025 Introduction to Financial Engineering 9
m23_w_027 Video game design and visual effects 9
m23_w_030 Mobile web services 9
m23_w_031 Multimedia projects in teaching 9
m23_w_032 Working with gifted students 9
m23_w_034 Technologically supported learning 9
m23_w_036 Network algorithms and optimisation 9
m23_w_039 Concepts and applications of big data 9
m23_w_040 Advanced database concepts 9
m23_w_044 Modern simulations and modeling 9
m23_w_045 Processing of textual data 9
m23_w_048 Biometric Systems 9
m23_w_050 Smart City 9
m23_w_051 Machine learning in smart grids 9
m23_w_052 Application of Machine Learning in Information Security 9
m23_w_053 Mobile and Web Application Security 9
m23_w_055 Privacy, Security and Trust in Machine Learning Systems 9
m23_w_058 Cyber security incidents and forensics 9
m23_w_065 Parallel processing 9
m23_w_066 Smart financial systems and the stock market 9
m23_w_067 Smart Contracts in IoT (Blockchain Smart Contracts for IoT) 9
m23_w_068 Speech technologies 9
SDP-I-13 Topological Data Analysis 9
SI-Z-03 Software Design Patterns 9
SNP-Z-2 Regression Models 9
SVSS001 Building IoT and IoT Security 9
SVSS002 Algorithms and Programming in Robotics 9
SVSS003 Embedded systems 9

Elective subjects from group: факултет-л

Code Предмет Suggested semester Dependencies
BI-Z-03 Advanced mathematical and statistical techniques 10
CC-Z-04 Advanced cloud computing topics 10
DCS-Z-02 Advanced Information Security 10
DCS-Z-03 Digital trust and identity 10
DS005 Applied Machine Learning 10
EI-Z-04 Discovering knowledge from environmental data 10
IS-Z-02 Advanced topics in artificial intelligence 10
IT-Z-04 Cyber security and privacy 10
KN-Z-04 Research methods and writing techniques 10
m23_s_001 Numerical Methods for Data Sciences 10
m23_s_002 Fundamentals of Genetic Engineering 10
m23_s_004 Information processing in biological systems 10
m23_s_005 Processing of biological sequences 10
m23_s_006 Mathematical Methods in Robotics 10
m23_s_007 Knowledge-based information systems 10
m23_s_008 Statistical learning 10
m23_s_009 Performance Engineering of Scalable Web Services 10
m23_s_010 Energy efficiency in virtual environments 10
m23_s_011 Business models for cloud computing 10
m23_s_013 Cloud services for mobile systems 10
m23_s_014 Analysis of data from mobile sensors/sources (Mobile crowdsensing/Participatory sensing/Urban sensing) 10
m23_s_015 Applying data science for Earth observation data 10
m23_s_016 Intelligent interactive systems 10
m23_s_017 Assistive technologies 10
m23_s_018 Education with hardware 10
m23_s_019 Human-Robot Interaction 10
m23_s_020 Software Engineering for Critical Systems 10
m23_s_021 Computational epidemiology 10
m23_s_022 NetDevOps 10
m23_s_023 Multimodal interaction 10
m23_s_025 Knowledge discovery in big graph data 10
m23_s_027 Shape recognition 10
m23_s_028 Advanced coding algorithms 10
m23_s_030 Software quality management 10
m23_s_031 Educational data analytics 10
m23_s_032 Evolutionary computation 10
m23_s_033 E-learning 2.0 10
m23_s_034 Knowledge Graphs 10
m23_s_035 Smart mobile applications 10
m23_s_037 Open educational resources and virtual labs 10
m23_s_038 Computational game theory 10
m23_s_039 Representation and discovery of knowledge with approximate computation 10
m23_s_040 Sensor-Robot Systems 10
m23_s_042 Collaborative computing systems 10
m23_s_043 Computing Paradigms in the Internet of Things 10
m23_s_047 Intelligent sensor networks 10
m23_s_048 Methods of statistical inference 10
m23_s_049 Data science in Internet of things 10
m23_s_053 Multivariate statistical analysis 10
m23_s_054 Statistical programming 10
m23_s_055 Big data modeling and management 10
m23_s_056 Machine Learning Operations and Prescriptive Analytics 10
m23_s_057 Contemporary trends in parallel processing 10
m23_s_058 Knowledge discovery, prediction and prognosis using biomedical data 10
m23_s_060 Linear Programming 10
m23_s_061 Cryptographic protocols 10
m23_s_062 Network security analysis 10
m23_s_063 Next generation wireless mobile systems 10
m23_s_064 Network virtualisation and Cloud Computing 10
m23_s_065 Cyber security for parallel and distributed systems 10
m23_s_067 Strategic management in IT 10
m23_s_070 Smart and Connected Health 10
m23_s_072 Content-based indexing and searching 10
m23_s_073 Smart production and monitoring systems 10
m23_s_074 Remote sensing 10
m23_s_075 Machine Learning Forensics 10
m23_s_077 Smart mobility 10
m23_w_043 Scientific programming and numeric simulations 10
m23_w_047 Advanced algebraic structures 10
m23_w_049 AutoML 10
m23_w_124 Reinforcement Learning 10
m23_w_203 Introduction to Computational Neuroscience 10
m23_w_244 Statistical research skills: editing, reporting and visualizing data 10
SVSS004 Embedded software for critical real-time applications 10