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Bioinformatics (4+1)

Bioinformatics (4+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. Studies
 
Table 1: List of courses for master studies
   Professor

Course

Semester

 ECTS

 1   prof. Sasho Panov  Introduction to molecular biology

IX

6
 2  assoc. prof. Slobodan Kalajdziski  Bioinformatics algorithms IX 6
 3    Mandatory general-education course

IX

6

 4    Elective course IX  6
 5    Elective course

IX

6

 6  Academian prof. Ljupco Kocarev, prof. Zaneta Popeska  Advanced mathematical and statistical techniques X 6
 7    Elective course X 6
General-education courses
 1    Research methods and writing techniques IX  6
 2    Project management IX  6
 

System on chip TEMPUS (4+1)

System on chip TEMPUS (4+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. Studies
 
Table 1: List of courses for master studies
   Professor

Course

Semester

 ECTS

 1   assist. prof. Igor Mishkovski

 System on chip design techniques

IX

6
 2  assoc. prof. Vladimir Trajkovikj  Mobile and embedded systems IX 6
 3     Mandatory general-education course

IX

6

 4  

 Elective course

IX

6

 5  

 Elective course

IX

6

 6  assoc. prof. Dimitar Trajanov  Developing software for mobile and embedded systems X 6
 7    Elective course X 6
General-education courses
 1    Research methods and writing techniques IX 6
 2    Project management IX 6
 
 

Computer Sciences (3+1+1)

Computer Sciences (3+1+1)

1. General information
 
The Postgraduate Studies in Computer Science are committed to excellent European education. We train highly skilled professionals who will be able to meet the needs of both IT companies and leading-edge scientific research institutions in the country and abroad.
  • Offered by: Ss. Cyril and Methodius University - Skopje, Faculty of Computer Science and Engineering – FCSE (FINKI)
  • Study programme: Academic master studies in Computer Science
  • Scientific Research Area: Natural Sciences and Mathematics
  • Scientific-research field: Informatics
  • Category: Information systems and programming, integrated computing methods and applications, algorithms, optimization, simulation, software development and databases.
  • 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 + 1 elective course (the elective course can be chosen from the courses list offered by the University)
  • Second semester: 3 elective courses (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 are 4. 
Degree: Master of computer science and engineering in the field of Computer Science 
 
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 Calculus 2 (Mathematics 2)
 2  Calculus 3 VII 6 Calculus 2
 3

 Databases 2

VII

6

Databases

 4  Elective course 1  VII  6  
 5  Elective course 2  VII  6  
 6

 Discreet structures 3

VIII

6

Discreet strucutres 1

 7

 Information systems

VIII

6

Software engineering, Databases

 8  Algorithms VIII  6 Object oriented and visual programming
 9  Elective course 3 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

 Modeling and simulation with visualization

VII

6 Object oriented and visual programming, Probability and statistics or Statistics
 2  Formal languages and automata VII 6 Discreet structures 2
 3

 Operations research

VIII

6

Probability and statistics or Statistics

 4

 Analyses and logical design of IS

VIII

6

Information sytems

 5

 Compilers

VIII

6

Discreet structures 3, Microprocessors and microcontrollers

 6  Discreet structures 2 VIII  6  Discreet structures 1
 7  Software engineering VIII 6  Object oriented and visual programming
 
2.2 Studies
 
Courses for the Master studies for the study programme Computer sciences can be found at this link

Coding and Cryptography (3+1+1)

Coding and Cryptography (3+1+1)

1. General information
The goal of the coding and cryptography master studies is to provide top quality European education and training for ICT engineers. The studies offer deeper and specialized knowledge about cryptography and coding theory. Upon completion of this master study programme, the ICT engineers will be able to meet the industry needs.
 
  • Offered by: Ss. Cyril and Methodius University - Skopje, Faculty of Computer Science and Engineering – FCSE
  • Study programme: Coding and Cryptography master studies
  • Scientific-research field: Natural Science and Mathematics
  • Category: Computer Science
  • Sub-category: Computer security, Cryptography and Coding Theory
  • 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 coding and cryptography. 
 
2.1  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  Calculus 2
 2  Algorithms VII 6 Object oriented and visual programming
 3  Elective course 1 VII  6  
 4  Elective course 2 VII  6  
 5  Elective course from University list of available courses VII  6  
 6

 Discreet structures 3

VIII

6

Discreet structures 1

 7

 Security and cryptography

VIII

6

Discreet structures 3

 8

 Wireless networks

VIII

6

Data and computer communications

 9  Theory of information VIII  6 Probability and statistics or Statistics
10  Elective course 3 VIII 6  
 
 
Table 2: List of elective introductory courses
 

Course

Semester

ECTS

Prerequisite

 1

 Computer networks design

VII

6  Data and computer communications
 2  Databases 2 VII 6 Databases
 3

 Advanced computer systems

VII

6

Microprocessors and microcontrollers

 4

 Calculus 3

VII

6

Calculus 2

 5

 Parallel and distributive processing

VIII

6

Operating systems

 6 Network and distributed operating systems VIII  6  Data structures and Operating systems
 
2.2 Studies
 
Courses for the Master studies for the study programme Coding and cryptography can be found at this link.

Internet Technologies (4+1)

1. General Information

 

Postgraduate studies in Internet technologies aim to provide quality and top European education and training of ICT engineers with deep knowledge of Internet networks, technologies and security. Upon completion of their studies, these engineers will be able to take responsible positions in the processes of planning, design, management and security of Internet networks and work with various types of the latest technologies, including their business aspects.

  • Name of the proposer: University "Ss. Cyril and Methodius" University in Skopje, Faculty Computer Scienses and Engineering - FCSE
  • Name of the study program: academic second cycle studies in Internet technologies
  • Scientific-research area: technical-technological
  • Field: Computer Engineering & Informatics
  • Area: Information Systems and Networks
  • The value of postgraduate studies is 60 ECTS   or 120 ECTS credits
  • Duration of studies: 2 or 4 semesters.
  • One academic year consists of two semesters lasting 30 weeks (1 semester = 15 weeks).
  • The first semester consists of subjects, while the second has a smaller number of subjects and is reserved for the final project, ie. for the master's thesis.
  • Admission Requirements : Completed undergraduate studies in the field of informatics or computer technology and informatics with a minimum of 240 credits. For study directions that carry less than 240 credits, exams offered in the introductory layer are added.
  • Introductory layer : Students who have earned less than 240 credits during their studies are offered a set of differential introductory courses. After their successful realization, the student acquires the right to continue with the second year of postgraduate studies.
  • First semester: 3 compulsory courses and 2 electives, one of which may be from the University list.
  • Second semester: 1 compulsory and 1 elective, which can be from the university list (only if in the first semester the subjects are selected at the Faculty level) and a final project of 18 ECTS
  • 1 ECTS credit corresponds to 30 hours of total work engagement
  • The number of contact hours is 4
  • The academic title or degree obtained after graduation is

 

- Master in Information Science and Computer Engineering in the field of Internet Technologies

 

2. Studies

Table 3: List of Postgraduate Courses

РБ CODE / Course Semester M / E ECTS
1 IT-Z-01 Network Analysis IX M 6
2 IT-Z-02 Advanced mobile and web applications IX M 6
3 IT-Z-03 Internet Security and Privacy IX M 6
4 Elective IX E 6
5 Elective IX E 6
6 IT-Z-04 DevOps for networking  X M 6
7 Elective X E 6
8 Master Thesis X M 18

 

At least one elective should be chosen from the offered electives in Table 4. At most one of the electives can be chosen from the University list of master's degree programs. A maximum of two courses can be selected from the courses offered at the other postgraduate studies at the Faculty of Computer Scienses and Engineering.

 

Table 4: Electives

РБ New code /  Course Semester ECTS
1 IT-I-01   5G communication networks IX 6
2 IT-I-02   Parallel processing IX 6
3 IT-I-03   ICT Management  IX 6
4 IT-I-04   E-business IX 6
5 IT-I-05   Data visualization IX 6
6 IT-I-06   Network penetration testing  IX 6
7 EI-I-07   Client server programming paradigms X 6
8 IT-I-08   Digital Marketing  X 6
9 IT-I-09   Advanced Distributed and Parallel Systems IX 6
10 IT-I-10   Internet Infrastructure Management  IX 6
11 IT-I-11   Smart Sensor Networks  X 6
12 IT-I-12   Architectures and services for distribution of video contents X 6
13 IT-I-13   Network Virtualization and Cloud Computing X 6
14 IT-I-14   Network Optimization IX 6
15 IT-I-15   Advanced Topics in Computer Architecture X 6
16 IT-I-16   Security incident and response management  IX 6
17 IT-I-17   Cyber threat intelligence X 6
18 IT-I-18   Data Science IX 6
19 IS-I-04   Mobile web services IX 6
20 IS-I-17   Collaborative computer systems X 6
21 PS-I-08   Linked Open Data X 6
22 PS-I-05   Smart grid IX 6

 

The student can choose a subject from the list of offered elective courses from all study programs of the second cycle of studies. The list of offered electives can be found on this   link .

Computer Science (4+1)

1. General Information

 

Postgraduate studies in computer science strive for top European education and training of staff, who after graduation will be able to meet the needs of both commercial companies in the information industry, as well as top scientific research institutions in the country and abroad. .

 

  • Name of the proposer: University "Ss. Cyril and Methodius University in Skopje, Faculty of Information Sciences and Computer Engineering - FINKI
  • Name of the study program: Academic second cycle studies in Computer Science
  • Scientific-research area: natural-mathematical
  • Field: Informatics
  • Area: Information Systems and Programming, Computing Integrated Methods and Applications, Algorithms, Optimization, Simulation, Software Development and Databases.
  • The value of postgraduate studies is 60 ECTS   or   120 ECTS   credits.
  • Study time: 2   or   4 semesters .
  • One academic year consists of two semesters lasting 30 weeks (1 semester = 15 weeks).
  • The first semester consists of subjects, while the second consists of subjects and the final project, ie. master thesis.
  • Admission Requirements : Completed undergraduate studies in computer science or computer science with a minimum of 240 credits. For study directions that carry less than 240 credits, exams offered in the introductory layer are added.
  • Introductory layer : Students who have earned less than 240 credits during their studies are offered a set of differential introductory courses. After their successful realization, the student acquires the right to continue with the second year of postgraduate studies.
  • First semester: 3 Mandatory courses and 2 electives, one of which may be from the University list.
  • Second semester: 1 Mandatory course and 1 elective, which can be from the university list (only if in the first semester the courses are selected at the Faculty level) and a final project of 18 ECTS.
  • 1 ECTS credit corresponds to 30 hours of total work engagement.
  • The number of contact hours is 4.
  • The academic title or degree obtained after graduation is

- Master in Information Science and Computer Engineering in the field of   Computer Science

 

2. Studies

Table 3: List of Postgraduate Courses

РБ CODE / Subject Semester M / E ECTS
1 KN-Z-01 Advanced algorithms  IX M 6
2 KN-Z-02 Optimization methods  IX M 6
3 KN-Z-03 Formal methods IX M 6
4 Elective IX E 6
5 Elective IX E 6
6 KN-Z-04 Research methods and writing techniques X M 6
7 Elective X E 6
8 Master Thesis X M 18

 

At least one elective should be chosen from the offered electives in Table 4. At most one of the electives can be chosen from the University list of master's degree programs. A maximum of two elective courses can be selected from the courses offered at the other postgraduate studies at the Faculty of Information Sciences and Computer Engineering.

 

Table 4: Electives

РБ New Code / Subject Semester ECTS
1 KN-I-01   Modern simulations and modeling  IX 6
2 KN-I-02   Big Data Concepts and Applications IX 6
3 KN-I-03   Database Performance, Reliability and Security IX 6
4 KN-I-04   Complexity Theory and Coding  IX 6
5 KN-I-05   Text-data processing IX 6
6 KN-I-06   Modern trends in parallel processing IX 6
7 КН-E-07      
8 КН-E-08   Big Data Modeling and Management X 6
9 KN-I-09   Bayesian Data Analysis  X 6
10 KN-I-10   Business process mining  X 6
11 IS-Z-02    Advanced artificial intelligence and machine learning  IX 6
12 СE-E-01   Time series analysis and forecasting  IX 6
13 BK-I-07   Mathematical Logic for Computer Science IX 6
14 IT-I-05   Data visualization IX 6
15 IS-I-16   Computational Game Theory  X 6
16 BC-I-08   Advanced Algebraic Structures X 6

 

The student can choose a subject from the list of offered elective courses from all study programs of the second cycle of studies. The list of offered electives can be found on this   link .

Software Engineering (4+1)

1. General Information

 

The second cycle studies in software engineering aim to provide quality and top European education and training of software engineers who will be able to bear the technical and economic responsibility of designing, developing, using and maintaining complex software systems. Upon completion of their studies, these engineers will be able to take responsible positions in the processes of planning, designing, developing and running software projects, including their business aspects.

 

  • Name of the proposer: University "Ss. Cyril and Methodius University in Skopje, Faculty of Information Sciences and Computer Engineering - FINKI
  • Study Program Name: Academic Second Cycle Software Engineering Studies
  • Scientific-research area: technical-technological (2)
  • Field: Computer Science and Informatics (212)
  • Area: Software Engineering
  • The value of postgraduate studies is 60 ECTS or 120 ECTS credits .
  • Duration of studies: 2 or 4 semesters .
  • One academic year consists of two semesters lasting 30 weeks (1 semester = 15 weeks).
  • The first semester consists of subjects, while the second has a smaller number of subjects and is reserved for the final project, ie. for the master's thesis.
  • Admission Requirements : Completed undergraduate studies in the field of informatics or computer technology and informatics with a minimum of 240 credits. For study directions that carry less than 240 credits, exams offered in the introductory layer are added.
  • Introductory layer : Students who have earned less than 240 credits during their studies are offered a set of differential introductory courses. After their successful realization, the student acquires the right to continue with the second year of postgraduate studies.
  • First semester: 3 compulsory courses and 2 electives, one of which may be from the University list.
  • Second semester: 1 compulsory and 1 elective, which can be from the university list (only if in the first semester the subjects are selected at the Faculty level) and a final project of 18 ECTS
  • 1 ECTS credit corresponds to 30 hours of total work engagement
  • The number of contact hours is 4
  • The academic title or degree obtained after graduation is

 

- Master in Information Science and Computer Engineering in the field of Software Engineering

 

2. Studies

Table 3: List of Postgraduate Courses

РБ CODE / Subject Semester M / E ECTS
1 SI-Z-01 Software lifecycle management IX M 6
2 SI-Z-02 DevOps software development IX M 6
3 СE-M-03 Software Design Templates IX M 6
4 Elective IX E 6
5 Elective IX E 6
6 SI-Z-04 Software quality management X M 6
7 Izboren subject X E 6
8 Master Thesis X M 18

 

At least one elective should be chosen from the offered electives in Table 4. At most one of the electives can be chosen from the University list of master's degree programs. A maximum of two elective courses can be selected from the courses offered in the other second cycle studies at the Faculty of Information Sciences and Computer Engineering.

 

Table 4: Electives

РБ New code /   Subject Semester ECTS
1 SI-I-01   Time series analysis and forecasting IX 6
2 SI-02   Video game design and visual effects IX 6
3 СE-E-03   Medical Informatics IX 6
4 СE-E-04   Multimedia and scalable web IX 6
5 СИ-И-05 Model based software engineering IX 6
6 SI-06   Software Engineering for Critical Systems X 6
7 СE-E-07   Engineering Ethics X 6
8 SI-08   ERP Business Systems Engineering X 6
9 СE-E-09   Software reliability X 6
10 СE-E-10   Shape Recognition X 6
11 SI-I-11   Systems fordecision support X 6
12 СE-E-12   System Integration X 6
13 СE-E-13   Software Architectures X 6
14 IS-I-06   Analysis and Design of Information Systems IX 6
15 IT-Z-02   Advanced mobile and web applications IX 6
16 ITMW01 Advanced Software Project Management IX 6
17 IT-I-05   Data Visualization IX 6
18 КН-M-03   Formal methods IX 6
19 IT-Z-03   Internet Security & Privacy IX 6
20 IS-I-14   Multimodal interaction X 6
21 IS-I-18   Intelligent mobile applications X 6
22 ITMS01 Advanced Software Requirements Engineering X 6

 

The student can choose a subject from the list of offered elective courses from all study programs of the second cycle of studies. The list of offered electives can be found on this   link .

Bioinformatics (3+1+1)

1. General Information

Postgraduate studies in Bioinformatics will enable students to understand, develop and use advanced algorithms and techniques for analyzing, indexing, searching and using data from biological databases, as well as modeling events and processes that occur at the level cell, organ or organism, including the latest developments in the fields of databases, molecular biology, genetics, machine learning and data science.

 

  • Name of the proposer: University "Ss. Cyril and Methodius University in Skopje, Faculty of Information Sciences and Computer Engineering - FINKI
  • Name of the study program: Second cycle academic studies in Bioinformatics
  • Scientific-research area: technical-technological / natural mathematical
  • Field: Computer Science and Informatics / Informatics
  • Areas: Artificial Intelligence, Intelligent Systems, Programming Languages ​​and Systems, Databases, Numerical Analysis, Algorithms, Simulation, Information Processing, Data Processing, Other .
  • The value of postgraduate studies is 60 ECTS or 120 ECTS credits .
  • Duration of studies: 2 or 4 semesters .
  • One academic year consists of two semesters lasting 30 weeks (1 semester = 15 weeks).
  • In the first and the second semester, subjects are performed, while in the second semester, the final project is additionally prepared, ie. master thesis.
  • Admission Requirements : Completed undergraduate studies in Computer or Biological-Medical Sciences with a minimum of 240 or 180 credits. For study directions that carry less than 240 credits, exams offered in the introductory layer are added.
  • Introductory layer : Students who have earned less than 240 credits during their studies are offered a set of differential introductory courses. After their successful realization, the student acquires the right to continue with the first semester of postgraduate studies.
  • First semester : 2 Mandatory courses and 2 electives, one of which may be from the University list.
  • Second semester : 1 Mandatory and 1 elective, one of which can be from the university list (only if in the first semester the subjects are selected at the Faculty level) and the final project - master's thesis of 18 ECTS
  • 1 ECTS credit corresponds to 30 hours of total work engagement
  • The number of contact hours is 4
  • The academic title or degree obtained upon completion of studies is:

- Master in Information Science and Computer Engineering in Bioinformatics

 

2. Introductory layer

The introductory layer is intended for students who have completed studies lasting less than four years or have earned less than 240 credits from previous studies. Students should pass differential exams that will allow them to enter the basics of bioinformatics. Table 1 shows the structure of items from the introductory layer. Table 2 lists the courses from the introductory layer, which are offered in the first cycle of studies at the Faculty of Information Sciences and Computer Engineering and which are required as prior knowledge. Students in the introductory layer choose the Mandatory courses from the list in Table 2. Students who in their previous education have heard the same or similar courses as those offered in the list in Table 2, can choose from the other courses offered in the first cycle of studies at The Faculty of Information Sciences and Computer Engineering, in coordination with the Head of the Department.

 

 

Table 1: Introductory layer structure

РБ Subject Semester ECTS
1 Mandatory subject 1 * VII 6
2 Mandatory subject 2 * VII 6
3 Elective 1 ** VII 6
4 Elective course 2 ** VII 6
5 Elective course 3 ** VII 6
6 Mandatory subject 3 * VIII 6
7 Mandatory subject 4 * VIII 6
8 Elective course 4 ** VIII 6
9 Elective course 5 ** VIII 6
10 Elective course 6 *** VIII 6

 

* The course should be chosen from Table 2. ** The course is recommended to be selected from Table 2, but can be chosen from the other courses offered in the first cycle of studies at the Faculty of Information Sciences and Computer Engineering, in coordination with the head of the department. *** The course can be selected from Table 2 or from the university list of free electives.

Table 2: List of recommended items for the introductory layer

РБ Subject Semester ECTS
1 Databases VII 6
2 Machine learning  VII 6
3 Research methodology in ICT  VII 6
4 Processing of natural languages ​​  VII 6
5 Parallel and distributed processing   VII 6
6 Artificial Intelligence VIII 6
7 Intelligent systems VIII 6
8 Non-relational databases  VIII 6
9 Intelligent Information Systems VIII 6
10 Introduction to Bioinformatics  VIII 6

 

After the successful completion of all ten courses and 60 credits, the student with previously acquired 180 ECTS credits (or completed three-year studies) continues with the courses from the second academic year of postgraduate studies - Table 3 (IX and X semester).

 

3. Studies

Table 3: Course structure in IX and X semesters

РБ Subject Semester З / И ECTS
1 Introduction to Molecular Biology   IX З 6
2 Basics of Bioinformatics IX З 6
3 Selected from Table 4 IX И 6
4 Selected from Table 4 IX И 6
5 Selected from Table 4 IX И 6
6 Advanced Mathematical and Statistical Techniques IX З 6
7 Selected from Table 4 X И 6
8 Master Thesis X З 18

 

Table 4 shows the elective courses from the Bioinformatics study program. In addition to these courses, the student can choose from all elective courses defined for all study programs of the second cycle that are serviced by the faculty. One elective course can be chosen from the university list of free elective courses. Table 4: Electives

 

Table 4: Electives

РБ Subject Semester ЕКТС Fund hours
1 Structural Bioinformatics and Proteomics IX 6 4 + 0 + 0 + 0
2 Scientific computing in bioinformatics IX 6 4 + 0 + 0 + 0
3 Wavelets in Numerical Simulations IX 6 4 + 0 + 0 + 0
4 Information processing in biological systems IX 6 4 + 0 + 0 + 0
5 Introduction to Computational Neuroscience IX 6 4 + 0 + 0 + 0
6 Introduction to genetic Engineering  X 6 4 + 0 + 0 + 0
7 Mathematical Biology X 6 4 + 0 + 0 + 0
8 Biological Sequence Analysis X 6 4 + 0 + 0 + 0

 

The student can choose a subject from the list of offered elective courses from all study programs of the second cycle of studies. The list of offered electives can be found at this link .

Cloud computing (3+1+1)

Cloud computing (3+1+1)

Cloud computing postgraduate studies aim at top European education and training, which after graduation will be able to deliver scalable and resilient infrastructure, platforms and software, which are high quality and reliable and which meet the needs of local industry.

The cloud computing program is compatible with the respective studies offered at most of the world's universities that support this topic and provide student mobility.

  • Name of the proposer: University "St. Cyril and Methodius University in Skopje,   Faculty of Information Sciences and Computer Engineering - FINKI
  • Name of the study program:   Academic   second cycle cloud computing studies
  • Scientific-research area:   2 technical-technological
  • Поле:   212   Computer Technology & Informatics
  • Област:   21208   other
  • The value of postgraduate studies is   60 ECTS credits .
  • Duration of studies:   2 semesters .
  • An academic year consists of two semesters lasting 30 weeks (1 semester = 15 weeks).
  • Conditions for enrolling in the studies : The studies can be enrolled in cloud computing graduate students who have 240 or 180 undergraduate credits.
  • Introductory layer : students who earned less than 240 credits during their studies a set of differential introductory courses is offered. After their successful realization, the student acquires the right to continue with the first semester of postgraduate studies.
  • First semester: 2 compulsory subjects, 1 elective general education subject, 2 elective subjects in the field, one of which can be from the list of free elective subjects at UKIM.
  • Second semester: 2 elective courses in the field, one of which can be from the list of UKIM (only if in the first semester the courses are selected at the faculty level) and completed project - master's thesis (18 ECTS)
  • 1 ECTS credit corresponds to 30 hours of total work engagement
  • The number of contact hours is 4

Acquired title:     Master of Information Science and Computer Engineering in the field of cloud computing.

2.   Introductory layer

The introductory layer is intended for students who study for less than four years or have earned less than 240 credits from previous studies.

Table 1: List of introductory layer items

 

code

subject

SEMESTER

ECTS

Prerequisite

1

CSEW506

Web programming 

seventh

VII

6

Internet technologies

2

CSEW705

Innovation in ICT  

seventh

VII

6

no

3

 

Elective course 1

seventh

VII

6

 

4

 

Elective course 2

seventh

VII

6

 

5

 

Elective course 3

seventh

VII

6

 

6

CSES802

Cloud Virtualization and Computing

eighth

VIII

6

Computer Network Design, Network Services Administration, Computer Networks, Internet

7

CSES628

Service Oriented Architectures

eighth

VIII

6

Internet programming

8

 

Elective course 4

eighth

VIII

6

 

9

 

Elective course 5

eighth

VIII

6

 

10

 

Optional *

eighth

VIII

6

 

* Course can be selected from the University list of free elective courses

 

Table 2: List of electives in introductory layer

 

 

code

subject

SEMESTER

ECTS

Prerequisite

1

CSEW526

High performance computing

seventh

VII

6

Computer architecture and organization or computer architectures

2

CSEW513

Distributed Systems

seventh

VII

6

Computer Networks, Algorithms and Data Structures

3

CSEW702

Web based systems 

seventh

VII

6

None

4

CSEW718

Distributed and parallel processing

seventh

VII

6

Operating systems, parallel programming

5

CSEW312

Multimedia Technologies

seventh

VII

6

Introduction to IT or

Fundamentals of Software Engineering

6

CSEW515

Computer Ethics

seventh

VII

6

None

7

CSEW514

Implementation of Free and Open Source Systems  

seventh

VII

6

None

8

CSEW522

Advanced Web Design 

seventh

VII

6

None

9

CSES621

Parallel programming

eighth

VIII

6

Advanced Software Development

10

CSES602

Security of computer systems

eighth

VIII

6

Operating systems

11

CSES634

ICT Project Management 

eighth

VIII

6

None

12

CSES601

Administering IT systems

eighth

VIII

6

None

13

CSES618

Network Security 

eighth

VIII

6

Data and Computer Communications, Operating Systems

14

CSES622

Data Mining 

eighth

VIII

6

None

15

CSES630

Modern computer architectures 

eighth

VIII

6

Computer Architecture and Organization or Computer Architectures

16

CSES619

Advanced Databases 

eighth

VIII

6

Databases

17

CSES609

Computer Network Design

eighth

VIII

6

Data and computer communications

 

After usOn completion of all ten courses and 60 credits, the student with previously acquired 180 ECTS credits (or completed three-year studies) continues with the courses from the second year of postgraduate studies.

3. Studies
 

Table 1: List of Postgraduate Courses

 

 

Name of the subject

Status

Семестар

ECTS

1

Virtualized Data Centers 

M

winter

6

2

Scalability and multitenancy for SaaS applications 

M

winter

6

3

Elective general education subject *

E

winter

6

4

Elective

E

winter

6

5

Elective

E

winter

6

6

Elective

M

summer

6

7

Elective

E

summer

6

8

Master Thesis

M

summer

18

* Select one item from Table 2

Table 2. General education subjects  

 

Code

Name of the subject

Status

Семестар

ECTS

1

СЕ-E2-08

Business modeling 

E

winter

6

2

ОО-M-01

Research Methods and Writing Techniques

E

winter

6

3

СЕ-E1-04

Privacy, ethics and social responsibility

E

winter

6

3.1 Electives

The student can choose a subject from the list of offered elective courses from all study programs of the second cycle of studies. The list of offered elective courses can be found at this link.

Intelligent Systems Engineering (3+1+1)

Intelligent Systems Engineering (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: 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)
  • 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 for the module Bioinformatics
 

Course

Semester

ECTS

Prerequisite

 1

 Intelligent systems

VII

6  Calculus 3
 2  Databases 2 VII 6 Databases
 3

 Human computer interaction

VII

6

Software engineering

 4  Elective course 1 VII 6  
 5  Elective course 2 VII 6  
 6

 Bioinformatics 

VIII

6

-

 7

 Fundamentals of intelligent systems

VIII

6

Data structures and Discreet structures 2

 8  Data mining VIII  6  Probability and statistics (or Statistics) and Databases
 9  Elective courses 3 VIII 6  
 10  Elective course from University list of available courses VIII 6  
 
 
Table 2: List of introductory courses for the module Robotics
 

Course

Semester

ECTS

Prerequisite

 1

 Intelligent systems

VII

6 Calculus 3
         
 2  Human computer interaction VII 6 Software engineering
 3  Elective course 1 VII 6  
 4  Elective course 2 VII 6  
 5  Elective course 3 VII 6  
 6

 Fundamentals of intelligent systems

VIII

6

Data structures and Discreet structures 2

 7

 Microprocessors and microcontrollers 

VIII

6

 Computer architecture

 8

 Bioinformatics

VIII

6

-

 9  Robotics VIII  6  -
 10  Elective course from University list of available courses VIII 6  
 
 
Table 3: List of elective introductory courses
 

Course

Semester

ECTS

Prerequisite

 1  Professional ethics VII 6 Software engineering
 2  Software constriction VII  6 Software architecture and design
 3  Advanced computer systems VII  6 Microprocessors and microcontrollers
               
 4  Statistics  VIII  6 Probability
 5

 Algorithms

VIII

6

Object and visual programming

 6

 Information systems

VIII

6

Databases

 7

 Calculus 3

VIII

6

Calculus 2

 8  Parallel and distributive processing VIII 6  Operating systems
 9  Software architecture and design VIII 6  Analysis of software requirements
10  Network and distributed operating systems VIII 6  Data structures and Operating systems 
 
3. Studies
 
Courses for the Master studies for the study programme Intelligent Systems Engineering can be found at this link.