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Software Engineering (3+1+1)

Software Engineering (3+1+1)

1. General information
 
The goal of the master studies in software engineering is to provide top quality European education and training for the software engineers that will be ready to cope with the technical and economic responsibility while projecting, developing, using and maintenance of complex software systems. Upon completion of the studies, the engineers are expected to take up responsible business positions in the processes of planning, design, development and leading software projects including their business aspects.
  • Offered by: Ss. Cyril and Methodius University - Skopje, Faculty of Computer Science and Engineering – FCSE
  • Study programme: Software engineering
  • Scientific-research field: Engineering and Technology
  • Category: Information engineering
  • Sub-category:Software engineering
  • The master studies cycle consists of 60 ECTS.
  • Study duration: 2 semesters
  • One academic year is divided into two semesters with 30 weeks each (1 semester = 15 weeks)
  • The first semester is comprised of courses only, while in the second semester there are fewer courses and the rest of the time is devoted to the final project, i.e. master thesis.
  • Enrollment requisites: fully completed undergraduate study cycle with a minimum of 240 ECTS with a degree in the fields of computer science and/or computer engineering. In the case of having an appropriate degree with less than 240 ECTS, the student has to enroll the introductory courses first.
  • Introductory courses: only for students that have obtained less than 240 ECTS. A number of differential introductory courses are offered in order to level up the required competences. Upon successful completion of the introductory courses, the student has the right to continue with the formal master study programme courses in the second year of studies.
  • First semester: 3 compulsory courses + 2 elective courses (one of the elective courses can be chosen from the courses list offered by the University)
  • Second semester: 1 compulsory course + 1 elective course (can be chosen from the courses list offered by the University only if this opportunity has not been used in the previous semester) + final master thesis project that equals 18 ECTS.
  • 1 ECTS = 30 hours of work load.
  • Contact hours per week is 4. 
 Degree: Master of computer science and engineering in the field of software engineering
 
2.  Introductory courses
 
Introductory courses: only for students that have obtained less than 240 ECTS. A number of differential introductory courses are offered in order to level up the required competences. Upon successful completion of the introductory courses, the student has the right to continue with the formal master study programme courses in the second year of studies.
 
 
Table 1: List of introductory courses
 

Course

Semester

ECTS

Prerequisite
 1

 Probability and statistics

VII

 6 -
 2  Web design VII 6 -
 3

 Elective course 1

VII

6

-
 4

 Elective course 2

VII

6

-
 5

 Elective course 3

VII

6

-
 6  Information systems VIII  6 -
 7  Elective course 4 VIII 6 -
 8  Elective course 5 VIII 6 -
 9  Elective course 6 VIII 6 -
 10  Elective course from University list of available courses VIII 6 -
 
 
Table 2: List of elective introductory courses
 

Course

Semester

ECTS

Prerequisite
 1

 Distributed computer systems

VII

 6  Computer networks and Databases
 2  Artificial intelligence VII 6 -
 3

 Computer graphics

VII

6

-
 4

 Network programming

VII

6

-
 5

 Web-based systems

VII

6

Network programming
 6  Software project management VII 6  -
 7  Advanced processor architectures  VII 6 -
 8  Embedded computer systems VII 6 Computer architectures 
 9  Network software VII 6 - 
10   Programming project VII 6 - 
11   Visualization VII 6 - 
12   Image processing VIII 6 - 
13   E-commerce and M-commerce VIII 6 - 
14   Public mobile networks VIII 6 Network programming 
15   Geographic information systems VIII 6 - 
16   Virtual reality VIII 6 - 
17  Computer animation VIII 6 - 
18  Computer security and protection VIII 6 -
19  Multimedia systems VIII 6  Distributed computer systems
20  Biocybernetics VIII 6 Artificial intelligence 
 
2.1 Studies
 
Courses for the Master studies for the study programme Software engineering can be found at this link.

Software Engineering TEMPUS (3+1+1)

Software Engineering TEMPUS (3+1+1)

1. General information 
The MSc curriculum in software engineering is committed to excellence in European-wide software education and training of engineers to deliver high quality and trustworthy software systems that meet the local industrial needs.
 
General competencies
  • Ability to work in an interdisciplinary team
  • Capacity for critical analysis and synthesis
  • Capacity for applying knowledge in practice
  • Capacity for generating new ideas (creativity)
  • Capacity to learn
  • Decision-making
  • Knowledge of a second language
  • Research skills 
Specific learning outcomes
  • Show mastery and critical thinking of the software engineering (SE) knowledge and skills and professional issues necessary to begin practice/research as a software engineer.
  • Work as individual or as part of a team to develop and deliver high quality software artefacts, being able to analyze its level of quality.
  • Identify, analyse, and reconcile conflicting project objectives, finding acceptable compromises within limitations of cost, time, knowledge, existing systems and organizations.
  • Analyze, design and document appropriate solutions in more than one application domains using SE approaches that integrate ethical, social, legal and economic concerns.
  • Demonstrate an understanding of and critically analyze and apply current theories, models and techniques that provide a basis for problem identification and analysis, software design, development, implementation, verification and documentation.
  • Demonstrate an appreciation and understanding for the importance of negotiation, effective work habits, leadership and good communication with stakeholders in a typical, industry-strength software environment.
  • Learn new theories, models, techniques and technologies as they emerge and appreciate the necessity of such continuing professional development. 
  • Offered by: Sts. Cyril and Methodius University - Skopje, Faculty of Computer Science and Engineering – FCSE in collaboration with the University of Novi Sad, Faculty of Natural Sciences and Mathematics, Department of Mathematics and Computer Science
  • Study programme: Joint MSc curricula in Software Engineering / Tempus JEP 18035
  • Scientific-research field: Computer Science
  • Category: Computing
  • Sub-category: Software and its Engineering, Theory of Computation, Information Systems
  • The master studies cycle consists of 60 ECTS.
  • Study duration: 2 semesters
  • One academic year is divided into two semesters with 30 weeks each (1 semester = 15 weeks)
  • The first semester is comprised of courses only, while the second semester there is devoted to the final project, i.e. master thesis.
  • Enrollment requisites: fully completed undergraduate study cycle with a minimum of 240 ECTS with a degree in the fields of computer science and/or computer engineering.
  • First semester: 5 elective courses divided into two groups: general SE competence and specific SE competence. Student can select at most two from the general SE courses, and at leas from the specific SE courses
  • Second semester: Final master thesis project that equals 30 ECTS.
  • 1 ECTS = 30 hours of work load.
  • Contact hours per week is 4. 
Degree: Master of computer science in the area of software engineering.
 
2. Introductory courses
 
Introductory courses: only for students that have obtained less than 240 ECTS. A number of differential introductory courses are offered in order to level up the required competences. Upon successful completion of the introductory courses, the student has the right to continue with the formal master study programme courses in the second year of studies.
 
 
 
Table 1: Introductory semester 1 - mandatory and elective courses from which 5 courses can be elected
 

Course

Semester

ECTS

Prerequisite
 1

 Probability and statistics

VII

 6 Calculus 2
 2  Internet technologies VII 6 Databases
 3  Microprocessors and microcontrollers VII 6  Calculus 2
 4  Formal languages and automata VII  6 Discreet structures 2 
 5

Analyses of software requirements

VII

6

Software engineering 
 6

 Human computer interaction

VII

6

Software engineering
 7  Software construction VII 6 Software engineering
 8  Management in ICT VII 6 Software engineering
 9  Professional ethics VII 6 Software engineering
 
 
Table 2: Introductory semester 2 - mandatory and elective courses from which 5 courses can be elected
 

Course

Semester

ECTS

Prerequisite
 1

 Information systems

VIII

 6 Databases
 2  Calculus 3 VIII 6 Discreet structures 2
 3

 Algorithms

VIII

6

Object oriented and visual programming
 4

 Software architecture and design

VIII

6

Analyses of software requirements
 5  Software quality and testing VIII 6 Software construction 
 6  Compilers VIII 6 Microprocessors and microcontrollers
 7  Software projects management VIII 6 Software engineering
 
2.1 Studies
 
Courses for the Master studies for the study programme Software engineering TEMPUS can be found at this link.

Computer networks and e-technologies (3+1+1)

Computer networks and e-technologies (3+1+1)

1. General information 
 
The goal of the computer networks and e-technologies master studies is to provide top quality European education and training for ICT engineers. The studies offer deeper and specialized knowledge about computer networks and e-technologies. Upon completion of this master study programme the ICT engineers are expected to take up responsible higher level positions in the business and engineering processes of planning, design, managing and monitoring of computer networks. They are also expected to be able to efficiently and effectively employ various state of the art e-technologies and fully understand their business aspects.
  • Offered by: Ss. Cyril and Methodius University - Skopje, Faculty of Computer Science and Engineering – FCSE
  • Study programme: Computer networks and e-technologies master studies
  • Scientific-research field: Engineering and Technology
  • Category: Electrical engineering, Electronic engineering, Information engineering
  • Sub-category: Communication engineering and systems
  • The master studies cycle consists of 60 ECTS.
  • Study duration: 2 semesters
  • One academic year is divided into two semesters with 30 weeks each (1 semester = 15 weeks)
  • The first semester is comprised of courses only, while in the second semester there are fewer courses and the rest of the time is devoted to the final project, i.e. master thesis.
  • Enrollment requisites: fully completed undergraduate study cycle with a minimum of 240 ECTS with a degree in the fields of computer science and/or computer engineering. In the case of having an appropriate degree with less than 240 ECTS, the student has to enroll the introductory courses first.
  • Introductory courses: only for students that have obtained less than 240 ECTS. A number of differential introductory courses are offered in order to level up the required competences. Upon successful completion of the introductory courses, the student has the right to continue with the formal master study programme courses in the second year of studies.
  • First semester: 3 compulsory courses + 2 elective courses (one of the elective courses can be chosen from the courses list offered by the University)
  • Second semester: 1 compulsory course + 1 elective course (can be chosen from the courses list offered by the University only in the event that this opportunity has not been used in the previous semester) + final master thesis project that equals 18 ECTS.
  • 1 ECTS = 30 hours of work load.
  • Contact hours per week is 4. 
Degree: Master of computer science and engineering in the field of computer networks and e-technologies
 
2.  Introductory courses
 
Introductory courses: only for students that have obtained less than 240 ECTS. A number of differential introductory courses are offered in order to level up the required competences. Upon successful completion of the introductory courses, the student has the right to continue with the formal master study programme courses in the second year of studies. 
 
 
Table 1: List of introductory courses
 

Course

Semester

ECTS

Prerequisite
 1

 Probability and statistics

VII

 6 -
 2  Network operating systems VII 6 -
 3  Elective course 1 VII 6 -
 4  Elective course 2 VII 6 -
 5  Elective course 3 VII 6 -
 6

 WAN networks

VIII

6

-
 7

 Information systems

VIII

6

-
 8  Elective course 4 VIII 6 -
 9  Elective course 5 VIII 6 -
 10  Elective course from University list of available courses VIII 6 -
 
 
Table 2: List of elective introductory courses
 

Course

Semester

ECTS

Prerequisite
 1

 Modelling and simulation

VII

 6 -
 2  Artificial intelligence VII 6 -
 3

 Network programming

VII

6

-
 4

 Web-based systems

VII

6

Network programming
 5

 Advanced processor architectures

VII

6

-
 6  Embedded computer systems VII 6 -
 7  Network software VII 6 -
 8  Introduction to microprocessors VIII 6 -
 9  Wireless computer networks VIII 6 - 
10   Network standards and devices VIII 6 - 
11   Sensor systems VIII 6 - 
12   E-commerce and m-commerce VIII 6 - 
13   Design of embedded computer components VIII 6 - 
14   Public mobile networks VIII 6 - 
15   Computer network management VIII 6 - 
16   Computer security and protection VIII 6 - 
17  Mobile information systems VIII 6 - 
18  Geographic information systems VIII 6 -
19  Biocybernetics VIII 6 Artificial intelligence 
 
2.1 Studies
 
Courses for the Master studies for the study programme Computer networks and e-technologies can be found at this link.

Intelligent Information Systems (3+1+1)

Intelligent Information Systems (3+1+1)

1. General information 
 
The science of building artificial intelligent systems takes the central place in the engineering sciences. There are two main approaches in developing artificial intelligent systems: machines that incorporate intelligence – robots, and one that starts with biological systems and leads towards artificial being – bioinformatics and bioengineering. The Intelligent System Engineering is the place where students can understand and develop intelligent systems in solving real-life problems. 
  • Offered by: Ss. Cyril and Methodius University - Skopje, Faculty of Computer Science and Engineering – FCSE
  • Study programme: Intelligent Systems Engineering – bioinformatics / robotics
  • Scientific-research field: Engineering, Natural sciences and applied mathematics
  • Category: Informatics
  • Sub-category: Intelligent systems
  • The master studies cycle consists of 60 ECTS.
  • Study duration: 2 semesters
  • One academic year is divided into two semesters with 30 weeks each (1 semester = 15 weeks)
  • Enrollment requisites: fully completed undergraduate study cycle with a minimum of 240 ECTS with a degree in the fields of computer science and/or computer engineering. In the case of having an appropriate degree with less than 240 ECTS, the student has to enroll the introductory courses first.
  • Introductory courses: only for students that have obtained less than 240 ECTS. A number of differential introductory courses are offered in order to level up the required competences. Upon successful completion of the introductory courses, the student has the right to continue with the formal master study programme courses in the second year of studies.
  • First semester: 3 compulsory courses + 2 elective courses (one of the elective courses can be chosen from the courses list offered by the University)
  • Second semester: 1 compulsory course + 1 elective course (can be chosen from the courses list offered by the University only in the event that this opportunity has not been used in the previous semester) + final master thesis project that equals 18 ECTS.
  • 1 ECTS = 30 hours of work load.
  • Contact hours per week is 4. 
Degree: Master of Intelligent Systems Engineering, module Bioinformatics or Master of Intelligent Systems Engineering, module Robotics
 
 
2. Introductory courses
 
Introductory courses: only for students that have obtained less than 240 ECTS. A number of differential introductory courses are offered in order to level up the required competences. Upon successful completion of the introductory courses, the student has the right to continue with the formal master study programme courses in the second year of studies.
 
Table 1: List of introductory courses
 

Course

Semester

ECTS

Prerequisite
 1

 Probability and statistics

VII

 6 Discrete mathematics
 2  Artificial intelligence VII 6 -
 3  Elective course 1 VII  6 -
 4  Elective course 2 VII  6 - 
 5  Elective course 3  VII  6 - 
 6

WAN networks

VIII

6

 Computer networks
 7

 Information systems

VIII

6

Databases
 8  Elective course 4 VIII 6 -
 9  Elective course 5 VIII 6 -
 10  Elective course from University list of available courses VIII 6 -
 
 
Table 2: List of elective introductory courses
 

Course

Semester

ECTS

Prerequisite
 1

 Modelling and simulation

VII

 6 Mathematics 2
 2  Computer graphics VII 6 Object-oriented programming
 3

 Introduction to robotics

VII

6

-
 4  Network programming VII 6 Internet programming
 5  Statistical data processing VII 6 Probability and statistics 
 6  Natural language processing VII 6 Formal languages 
 7

 Web-based systems

VII

6

Network programming
 8  Web design VII 6 - 
 9  Visualization VII 6 Object-oriented programming 
10  Geographic information systems VIII 6 Databases 
11  Human computer interaction VIII 6 Object-oriented programming 
12   E-commerce and m-commerce VIII 6 Computer networks
13  Virtual reality VIII 6 Human computer interaction 
14  Mobile information systems VIII 6 Databases, Distributed computer systems
15  Computer animation VIII 6 Computer graphics
16  Intelligent information systems VIII 6 Databases 
17  High performance computing VIII 6 Computer architectures
18  Biocybernetics VIII 6 Artificial intelligence 
 
2.1 Studies
 
Courses for the Master studies for the study programme Intelligent information systems can be found at this link.

Content-based Retrieval (3+1+1)

Content-based Retrieval (3+1+1)

1. General information
 
Master studies in content-based retrieval (multimedia data engineering) will enable students to understand and develop advanced algorithms and techniques for analyzing, indexing and comparing the contents of different data types including the latest technologies in the areas of databases and computer intelligence.
  • Offered by: Ss. Cyril and Methodius University - Skopje, Faculty of Computer Science and Engineering – FCSE
  • Study programme: Content-based retrieval master studies
  • Scientific-research field: Engineering and Technology
  • Category: Computer engineering and informatics
  • Sub-category:information processing
  • The master studies cycle consists of 60 ECTS.
  • Study duration: 2 semesters
  • One academic year is divided into two semesters with 30 weeks each (1 semester = 15 weeks)
  • The first semester is comprised of courses only, while in the second semester there are fewer courses and the rest of the time is devoted to the final project, i.e. master thesis.
  • Enrollment requisites: fully completed undergraduate study cycle with a minimum of 240 ECTS with a degree in the fields of computer science and/or computer engineering. In the case of having an appropriate degree with less than 240 ECTS, the student has to enroll the introductory courses first.
  • Introductory courses: only for students that have obtained less than 240 ECTS. A number of differential introductory courses are offered in order to level up the required competences. Upon successful completion of the introductory courses, the student has the right to continue with the formal master study programme courses in the second year of studies.
  • First semester: 3 compulsory courses + 2 elective courses (one of the elective courses can be chosen from the courses list offered by the University)
  • Second semester: 1 compulsory course + 1 elective course (can be chosen from the courses list offered by the University only in the event that this opportunity has not been used in the previous semester) + final master thesis project that equals 18 ECTS.
  • 1 ECTS = 30 hours of work load.
  • Contact hours per week is 4.
Degree: Master of computer science and engineering in the field of content-based retrieval
 
2. Introductory courses
 
Introductory courses: only for students that have obtained less than 240 ECTS. A number of differential introductory courses are offered in order to level up the required competences. Upon successful completion of the introductory courses, the student has the right to continue with the formal master study programme courses in the second year of studies.
 
Table 1: List of introductory courses
 

Course

Semester

ECTS

Prerequisite
 1  Linear transforms VII 6 Mathematics 2 
 2

 Probability and statistics

VII

 6 Discrete mathematics
 3  Artificial intelligence VII 6 -
 4  Elective course 1  VII 6 -
 5  Elective course 2  VII 6  - 
 6

 WAN networks

VIII

6

 Computer networks
 7

 Information systems

VIII

6

Databases
 8  Elective course 3 VIII 6 -
 9  Elective course 4 VIII 6 -
 10 Elective course from University list of available courses VIII 6 -
 
 
Table 2: List of elective introductory courses
 

Course

Semester

ECTS

Prerequisite
 1

 Modelling and simulation

VII

 6 Mathematics 2
 2  Computer graphics VII 6 Object-oriented programming
 3

 Introduction to robotics

VII

6

-
 4

 Web-based systems

VII

6

Network programming
 5  Web design VII 6 - 
 6  Visualization VII 6 Object-oriented programming 
 7  Geographic information systems VIII 6 Databases 
 8  Virtual reality VIII 6 Human computer interaction 
 9  Mobile information systems VIII 6 Databases and Distributed computer systems
10  Computer animation VIII 6 Computer graphics
11  Intelligent information systems VIII 6 Databases 
12  Biocybernetics VIII 6 Artificial intelligence 
 
2.1 Studies
 
Courses for the Master studies for the study programme Content-based retrieval can be found at this link.

Bioinformatics (3+1+1)

Bioinformatics (3+1+1)

1. General information
 
Master studies in bioinformatics will enable students to understand, develop and use advanced algorithms and techniques for analysis, indexing, retrieval and use of data from biological databases, and modeling of events and processes that occur at the level of cell,organ or organism, including the latest technologies in the areas of databases, molecular biology, genetics and machine Intelligence.
  • Offered by: Ss. Cyril and Methodius University - Skopje, Faculty of Computer Science and Engineering – FCSE
  • Study programme: Bioinformatics master studies
  • Scientific-research field: Engineering and Technology
  • Category: Computer engineering and informatics
  • Sub-category: Other
  • The master studies cycle consists of 60 ECTS.
  • Study duration: 2 semesters
  • One academic year is divided into two semesters with 30 weeks each (1 semester = 15 weeks)
  • The first semester is comprised of courses only, while in the second semester there are fewer courses and the rest of the time is devoted to the final project, i.e. master thesis.
  • Enrollment requisites: fully completed undergraduate study cycle with a minimum of 240 ECTS with a degree in the fields of computer science and/or computer engineering. In the case of having an appropriate degree with less than 240 ECTS, the student has to enroll the introductory courses first.
  • Introductory courses: only for students that have obtained less than 240 ECTS. A number of differential introductory courses are offered in order to level up the required competences. Upon successful completion of the introductory courses, the student has the right to continue with the formal master study programme courses in the second year of studies.
  • First semester: 3 compulsory courses + 2 elective courses (one of the elective courses can be chosen from the courses list offered by the University)
  • Second semester: 1 compulsory course + 1 elective course (can be chosen from the courses list offered by the University only in the event that this opportunity has not been used in the previous semester) + final master thesis project that equals 18 ECTS.
  • 1 ECTS = 30 hours of work load.
  • Contact hours per week is 4. 
Degree: Master of computer science and engineering in the field of bioinformatics 
 
2. Introductory courses
 
Introductory courses: only for students that have obtained less than 240 ECTS. A number of differential introductory courses are offered in order to level up the required competences. Upon successful completion of the introductory courses, the student has the right to continue with the formal master study programme courses in the second year of studies.
 
Table 1: List of introductory courses
 

Course

Semester

ECTS

Prerequisite
 1  Linear transforms VII 6 Mathematics 2 
 2

 Probability and statistics

VII

 6 Discrete mathematics
 3  Artificial intelligence VII 6 -
 4  Elective course 1 VII 6  - 
 5  Elective course 2 VII 6 - 
 6

 WAN networks

VIII

6

Computer networks
 7

 Information systems

VIII

6

Databases
 8  Elective course 3 VIII 6 -
 9  Elective course 4 VIII 6 -
 10  Elective course from University list of available courses VIII 6 -
 
 
Table 2: List of elective introductory courses
 

Course

Semester

ECTS

Prerequisite
 1

 Modelling and simulation

VII

 6 Mathematics 2
 2  Computer graphics VII 6 Object-oriented programming
 3

 Introduction to robotics

VII

6

-
 4

 Web-based systems

VII

6

Network programming
 5  Web design VII 6 - 
 6  Visualization VII 6 Object-oriented programming 
 7  Geographic information systems VIII 6 Databases 
 8  Virtual reality VIII 6 Human computer interaction 
 9  Mobile information systems VIII 6 Databases, Distributed computer systems
10  Computer animation VIII 6 Computer graphics
11  Intelligent information systems VIII 6 Databases 
12  Biocybernetics VIII 6 Artificial intelligence 
 
2.1 Studies
 
Courses for the Master studies for the study programme Bioinformatics can be found at this link.

Ecoinformatics TEMPUS (3+1+1)

Ecoinformatics TEMPUS (3+1+1)

1. General Information

 
Постдипломските студии по еко-информатика се стремат кон врвно европско образование и обучување на кадри, кои по завршувањето на студиите ќе можат да ги задоволуваат потребите на индустријата.
  • Назив на предлагачот: Универзитет „Св. Кирил и Методиј“ во Скопје, Факултет за информатички науки и компјутерско инженерство - ФИНКИ
  • Назив на студиска програма: Академски студии од втор циклус по Еко-информатика
  • Научно - истражувачко подрачје: техничко-технолошки науки
  • Поле: компјутерска техника и информатика
  • Област: еко-информатика
  • Вредноста на постдипломските студии изнесува 60 ЕКТС кредити
  • Траење на студиите: 2 семестри
  • Една академска година се состои од два семестра во траење од 30 недели (1 семестар = 15 недели)
  • Првиот семестар се состои од наставни предмети, додека вториот се состои од наставни предмети и од завршниот проект, т.е. магистерската тема.
  • Услови за запишување на студиите: завршени додипломски студии на информатика или компјутерски насоки кои носат минимум 240 кредити. За студиските насоки кои носат помалку од 240 кредити, се дополагаат испити понудени во воведувачкиот слој.
  • Воведувачки слој: на студентите кои во текот на студиите стекнале помалку од 240 кредити им се нуди множество диференцијални воведувачки предмети. По нивното успешно реализирање, студентот стекнува право да продолжи со втората година на постдипломските студии.
  • Прв семестар: 3 задолжителни предмети и 2 изборни предмети од кои еден може да биде од Универзитетската листа.
  • Втор семестар: 1 задолжителен и 1 изборен предмет, од кои еден може да биде од Универзитетската листа (само доколку во првиот сместар предметите се избрани на ниво на Факултет) и завршен проект од 18 ЕКТС.
  • 1 ЕКТС кредит соодветствува на 30 часови вкупен работен ангажман.
  • Бројот на контактните часови е 4.
Стекната титула: Магистер по информатички науки и компјутерско инженерство од областа на еко-информатика
 
2. Introductory courses
Introductory courses: only for students that have obtained less than 240 ECTS. A number of differential introductory courses are offered in order to level up the required competences. Upon successful completion of the introductory courses, the student has the right to continue with the formal master study programme courses in the second year of studies.
 
Table 1: List of introductory courses
 

Course

Semester

ECTS

Prerequisite
 1

 Probability and statistics

VII

 6 Discrete mathematics
 2  Information systems VII 6 Databases
 3  Elective course 1 VII 6  
 4  Elective course 2 VII 6  
 5

 Elective course 3

VII

6

 
 6

 Geographic information systems

VIII

6

 
 7  Data mining VIII 6  
 8  Elective course 4 VIII 6  
 9  Elective course 5 VIII 6  
10  Elective course 6  VIII 6  
 
Table 2: List of elective introductory courses
 

Course

Semester

ECTS

Prerequisite
 1

 Distributed computer systems

VII

 6 Computer networks, Databases
 2  Artificial intelligence VII 6  
 3

 Web-based systems

VII

6

Computer networks, Databases
 4

 Embedded computer systems

VII

6

Computer networks
 5  Network programming VII 6  
 6  E-commerce and m-commerce VII 6  
 7 Алгоритми за анализа на податоци и складишта на податоци VIII 6 Databases
 8  Intelligent information systems VIII 6  Information systems
 9  Mobile information systems VIII 6  Information systems 
10  Elective course from University list of available courses   6  
 
2.1 Studies
 
Courses for the Master studies for the study programme Ecoinformatics can be found at this link.

System on chip TEMPUS (3+1+1)

System on chip TEMPUS (3+1+1)

1. General information 
 
The goal of the system on chip master study programme is to provide top quality European education and training for the ICT engineers. The study programme provides deeper and specialized understanding of the embedded systems and the methodologies for system on chip design. Upon completion of the studies, the engineers are expected to take up responsible business positions in the processes of planning, design and management of embedded systems implemented with various state of the art technologies.
  • Offered by: Ss. Cyril and Methodius University - Skopje, Faculty of Computer Science and Engineering – FCSE
  • Study programme: System on chip master studies
  • Scientific-research field: Engineering and Technology
  • Category: Electrical engineering, Electronic engineering, Information engineering
  • Sub-category:Computer hardware andarchitecture 
  • The master studies cycle consists of 60 ECTS.
  • Study duration: 2 semesters
  • One academic year is divided into two semesters with 30 weeks each (1 semester = 15 weeks)
  • The first semester is comprised of courses only, while in the second semester there are fewer courses and the rest of the time is devoted to the final project, i.e. master thesis.
  • Enrollment requisites: fully completed undergraduate study cycle with a minimum of 240 ECTS with a degree in the fields of computer science and/or computer engineering. In the case of having an appropriate degree with less than 240 ECTS, the student has to enroll the introductory courses first.
  • Introductory courses: only for students that have obtained less than 240 ECTS. A number of differential introductory courses are offered in order to level up the required competences. Upon successful completion of the introductory courses, the student has the right to continue with the formal master study programme courses in the second year of studies.
  • First semester: 3 compulsory courses + 2 elective courses (one of the elective courses can be chosen from the courses list offered by the University)
  • Second semester: 1 compulsory course + 1 elective course (can be chosen from the courses list offered by the University only in the event that this opportunity has not been used in the previous semester) + final master thesis project that equals 18 ECTS.
  • 1 ECTS = 30 hours of work load.
  • Contact hours per week is 4. 
Degree: Master of computer science and engineering in the field of system on chip 
 
2. Introductory courses
 
Introductory courses: only for students that have obtained less than 240 ECTS. A number of differential introductory courses are offered in order to level up the required competences. Upon successful completion of the introductory courses, the student has the right to continue with the formal master study programme courses in the second year of studies.  
 
Table 1: List of introductory courses
 

Course

Semester

ECTS

Prerequisite
 1

 Probability and statistics

VII

 6  
 2  Embedded computer systems VII 6  
 3  Elective course 1 VII 6  
 4  Elective course 2 VII 6  
 5

 Elective course 3

VII

6

 
 6

Introduction to microprocessors

VIII

6

 
 7  WAN networks VIII 6  
 8  Elective course 4 VIII 6  
 9  Elective course 5 VIII 6  
10  Elective course from University list of available courses VIII 6  
 
Table 2: List of elective introductory courses
 

Course

Semester

ECTS

Prerequisite
 1

 Modelling and simulation

VII

 6  
 2  Artificial intelligence VII 6  
 3

 Network programming

VII

6

 
 4

 Web-based systems

VII

6

Network programming
 5  Advanced processor architectures VII 6  
 6  Network software VII 6  
 7  Network operating systems VII 6  
 8  Wireless computer networks VIII 6  
 9  Network standards and devices VIII 6  
10  Sensor systems VIII 6  
11  E-commerce and m-commerce VIII 6  
12  Design of embedded computer components VIII 6  
13  Public mobile networks VIII 6  
14  Computer network management VIII 6  
15  Computer security and procection VIII 6  
16  Mobile information systems VIII 6  
17  Geographic information systems VIII 6  
18  Biocybernetics VIII 6  
19  Information systems VIII 6  
 
2.1 Studies
 
Courses for the Master studies for the study programme System on chip TEMPUS can be found at this link.

Statistics and Actuarial Mathematics (3+1+1) (in Macedonian)

Statistics and Actuarial Mathematics (3+1+1)

1. Општи информации
 
Веројатноста и статистиката го поврзуваат математичкиот свет на теориски модели со емпирискиот свет на експериментирање и собирање на податоци. Статистичкото моделирање има огромна примена во сите гранки на индустријата и науката, како на пример комуникациски мрежи, финансиско работење, осигурување, истражувања на пазарот, генетски истражување, медицински истражувања и други. Од друга страна актиуарството како професија се повеќе се наметнува како потреба на пазарот на трудот. Образованието од областа на актуарството се надградува на солидни познавања од областа на стохастиката, финансиската и актуарската математика.

Студентите по завшувањето ќе можат успешно да ги користат веројатносно статистичките методи за моделирање на реалните проблеми и да се вклучат во систем на донесување на правилни одлуки базирани на информаците стекнати од расположивите податоци. Образованието од областа на актуарска математика дополнително ќе овозможи вклучување на завршените студенти во моделирањата во областа на осигурувањето.

  • Назив на предлагачот: Универзитет „Св. Кирил и Методиј“ во Скопје, Факултет за информатички науки и компјутерско инженерство - ФИНКИ
  • Назив на студиска програма: Статистика и актуарска математика 
  • Научно - истражувачко подрачје: природно - математичко
  • Поле: математика и статистика
  • Област: математичка статистика и операциони истражувања, применета математика и математичко моделирање и актуарство
  • Вредноста на постдипломските студии изнесува 60 ЕКТС кредити
  • Траење на студиите: 2 семестри
  • Една академска година се состои од два семестра во траење од 30 недели (1 семестар = 15 недели)
  • Услови за запишување на студиите: студиите им се првенствено наменети на студентите кои стекнале 240 кредити или завршиле четиригодишни академски студии од областа на природно – математичките, технолошко – техничките, економските и медицинско-биолошки науки.
  • Воведувачки слој: на студентите кои во текот на студиите стекнале помалку од 240 кредити им се нуди множество диференцијални воведувачки предмети. По нивното успешно реализирање, студентот стекнува право да продолжи со втората година на постдипломските студии.
  • Прв семестар: 2 задолжителни предмети и 2 изборни предмети од областа.
  • Втор семестар: 1 задолжителен предмет од областа, 1 изборен предмет од областа и 1 изборен предмет кој може да биде од Универзитетската листа и завршен проект од 18 ЕКТС.
  • 1 ЕКТС кредит соодветствува на 30 часови вкупен работен ангажман.
  • Бројот на контактните часови е 4.
 
Стекната титула: Магистер по Статистика и актуарска математика – модул статистика и примени, или Магистер по Статистика и актуарска математика – модул актуарска математика
 
2.  Воведувачки слој
 
Воведувачкиот слој им е наменет на студентите кои студии кои траат помалку од четири години или стекнале помалку од 240 кредити од претходните студии. Студентите кои имаат положено некој од задолжителните предмети од воведувачкиот слој или имаат положено предмети на други академски институции за кои ќе се установи дека се доволно слични со задолжителните воведувачки предмети, можат да бираат од изборните предмети дадени во табела 2. Доколку студентот ги има положено задолжителните и изборните предмети од воведувачкиот слој или има положено предмети на други академски институции за кои ќе се установи дека се доволно слични, а сеуште нема исполнето квота од 240 кредити, тогаш му се дозволува избор од листата на акредитираните предмети кои се нудат на ФИНКИ, а кои ги нема полагано во текот на неговото/нејзиното студирање.
 
Табела 1: Листа на предметите на воведувачкиот слој
 

Предмет

Семестар

ЕКТС
 1

 Веројатност и статистика

VII

 6
 2  Линеарна алгебра VII 6
 3

 Изборен предмет 1

VII

6
 4  Изборен предмет 2 VII 6
 5  Избор од универзитетска листа на слободни предмети VII 6
 6

 Калкулус 2

VIII

6
 7

 Случајни процеси

VIII

6
 8  Изборен предмет 3 VIII 6
 9  Изборен предмет 4 VIII 6
 10  Изборен предмет 5 VIII 6
 
 
Табела 2: Листа на изборните предмети за воведувачки слој
 

Предмет

Семестар

ЕКТС
 1

 Калкулус 3

VII

 6
 2  Моделирање и симулација VII 6
 3  Менаџмент на информациски системи VII 6
 4  Бази на податоци VII 6
 5  Визуелизација VII 6
 6

 Машинско учење

VII

6
 7

 Системи на знаење

VII

6
 8

 Напредна интеракција човек компјутер

VII

6
 9  Обработка на природните јазици VII 6
 10  Операциони истражувања VIII 6
 11  Податочно рударство  VIII 6
 12  Теорија на информации со дигитални комуникации VIII 6
 13  Алгоритми и сложеност VIII 6
 14  Вештачка интелигенција VIII 6
 15  Софтверски квалитет и тестирање VIII 6
 16  Интелигентни системи VIII 6
 17  Вовед во препознавање на облиците VIII 6
 18  Вовед во биоинформатиката VIII 6
 19  Претприемништво VIII 6
 20  Избор од листа на УКИМ VIII 6
 

Систем во чип ТЕМПУС (3+1+1)

Систем во чип ТЕМПУС (3+1+1)

1. Општи информации
 
Постдипломските студии по систем во чип имаат за цел да обезбедат квалитетно и врвно европско образование и обучување на ИКТ инженери со длабоки познавања на вградливите системи и методологиите за развој на систем во чип. По завршувањето на студиите овие инженери ќе можат да заземат одговорни позиции во процесите на планирање, дизајн и управување на вградливите системи со различни видови на најнови технологии од оваа област.
 
  • Назив на предлагачот: Универзитет „Св. Кирил и Методиј“ во Скопје, Факултет за информатички науки и компјутерско инженерство - ФИНКИ
  • Назив на студиската програма: академски студии од втор циклус по Систем во чип 
  • Научно - истражувачко подрачје: техничко - технолошко
  • Поле: компјутерска техника и информатика
  • Област: Организација и методологија на проектирање на сметачки системи (хардвер и софтвер) 
  • Вредноста на постдипломските студии изнесува 60 ЕКТС кредити.
  • Траење на студиите: 2 семестри.
  • Една академска година се состои од два семестра во траење од 30 недели (1 семестар = 15 недели).
  • Првиот семестар се состои од наставни предмети, додека вториот има помал број наставни предмети и е резервиран за завршниот проект, т.е. магистерската тема.
  • Услови за запишување на студиите: завршени додипломски студии на информатика или компјутерски насоки кои носат минимум 240 кредити. За студиските насоки кои носат помалку од 240 кредити, се дополагаат испити понудени во воведувачкиот слој.
  • Воведувачки слој: на студентите кои во текот на студиите стекнале помалку од 240 кредити им се нуди множество диференцијални воведувачки предмети. По нивното успешно реализирање, студентот стекнува право да продолжи со втората година на постдипломските студии.
  • Прв семестар: 3 задолжителни предмети и 2 изборни, од кои еден може да биде од Универзитетска листа.
  • Втор семестар: 1 задолжителен и 1 изборен предмет, од кои еден може да биде од универзитетска листа (само доколку во првиот семестар предметот е избран на ниво на Факултет) и завршен проект од 18 ЕКТС.
  • 1 ЕКТС кредит соодветствува на 30 часови вкупен работен ангажман.
  • Бројот на контактните часови е 4. 
 
Стекната титула: Магистер по информатички науки и компјутерско инженерство од областа на систем во чип
 
2. Воведувачки слој
Воведувачкиот слој им е наменет на студентите кои студии кои траат помалку од четири години или стекнале помалку од 240 кредити од претходните студии.
- Воведувачки слој  
 
Табела 1: Листа на предмети од воведувачки слој
 

Предмет

Семестар

ЕКТС

Предуслов
 1

Веројатности и статистика

VII

 6  
 2 Вградливи компјутерски системи VII 6  
 3 Изборен предмет 1 VII 6  
 4 Изборен предмет 2 VII 6  
 5

Изборен предмет 3

VII

6

 
 6

Микропроцесорски системи

VIII

6

 
 7 WAN мрежи VIII 6  
 8 Изборен предмет 4 VIII 6  
 9 Изборен предмет 5 VIII 6  
10 Избор од Универзитетска листа слободни предмети VIII 6  
 
Табела 2: Листа на изборни предмети
 

Предмет

Семестар

ЕКТС

Предуслов
 1

Моделирање и симулација

VII

 6  
 2 Вештачка интелигенција VII 6  
 3

Мрежно програмирање

VII

6

 
 4

Веб базирани системи

VII

6

Мрежно програмирање
 5 Современи процесорски архитектури VII 6  
 6 Мрежен софтвер VII 6  
 7 Мрежни оперативни системи VII 6  
 8 Безжични компјутерски мрежи VIII 6  
 9 Мрежни стандарди и уреди VIII 6  
10 Сензорски системи VIII 6  
11 Електронска и мобилна комерција VIII 6  
12 Проектирање на вградливи компјутерски компоненти  VIII 6  
13 Јавни мобилни мрежи VIII 6  
14 Управување со компјутерски мрежи VIII 6  
15 Безбедност и заштита на компјутерски системи VIII 6  
16 Мобилни информациони системи VIII 6  
17 Географски информациони системи  VIII 6  
18 Биокибернетика VIII 6  
19 Информациони системи  VIII 6  
 
3. Студии
 

Табела 1: Листа на предметите на постдипломски студии 

 

 Професори

Предмет

Семестар

 ЕКТС 

 1 

 доц. Д-р Игор Мишковски

 Техники за дизајнирање на систем во чип

IX

6

 2

 вон. проф. Д-р Владимир Трајковиќ

 Мобилни и вградливи системи

IX

6

 3

 

 Задолжителен општо-образовен предмет

IX

6

 4

 

 Изборен предмет

IX

6

 5

 

 Изборен предмет

IX

6

 6

 доц. Д-р Димитар Трајанов

 Развој на софтвер за мобилни и вградливи системи

X

6

 7

 

 Изборен предмет

X

6

 Општо-образовни предмети

 1

 

 Истражувачки методи и техники за пишување

IX

6

 2

 

 Проектен менаџмент 

IX

6

3.1 Изборни предмети

 
Студентот може да избере предмет од листата на понудени изборни предмети од сите студиски програми од втор циклус на студии. Листата на понудени изборни предмети може да се најде на овој линк.