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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 .

Smart connected systems (4 + 1)

1. General Information

 

Postgraduate studies in smart connected systems aim to provide quality and top European education and training to ICT engineers with in-depth knowledge of smart systems connected via the Internet of Things (IoT). Upon completion of their studies, these engineers will be able to take responsible positions in the processes of planning, design, programming, management, testing and monitoring of smart IoT systems and work with various types of the latest embedded technologies, including new IoT 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 Studies in Smart Connected Systems
  • 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 Mandatory courses and 2 electives, one of which may be from the University list.
  • Second semester: 1 Mandatory 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 smart connected systems

 

2. Studies

Table 3: List of Postgraduate Courses

РБ Subject Semester M / E ECTS
1 Building the Internet of Things and Security IX M 6
2 Acquisition and data processing systems IX M 6
3 Smart City IX M 6
4 Elective IX E 6
5 Elective IX E 6
6 Developing IoT applications and IoT platforms X M 6
7 Elective X E 6
8 Master Thesis X M 18

 

The following table shows the electives from the study program

Table 4: Electives

РБ New code /   Subject Semester ECTS
1 PS-I-01   Data Analysis from Related Systems X 6
2 PS-I-02   Sensory data fusion IX 6
3 ПС-E-03   Smart mobility X 6
4 PS-I-04   Smart IoT Contracts IX 6
5 PS-I-05   Smart Energy Networks IX 6
6 PS-I-06   Smart and connected healthcare X 6
7 PS-I-07    IoT for Environmental Systems IX 6
8 PS-I-08   Open & Related Data X 6
9 ПС-E-09   Smart production and monitoring systems X 6
10 PS-I-01   Smart Financial Systems and Stock Exchange IX 6
11 IT-I-01   5G: Fifth Generation Wireless Mobile Systems IX 6
12 IT-I-04   E-business IX 6
13 IT-I-11  Smart Sensor Networks X 6
14 IT-I-13   Network Virtualization and Cloud Computing X 6
15 IT-I-18   Data Science IX 6
16 EС-E-21   Sensor-robotic systems X 6
17 СE-E-01   Time series analysis and forecasting  IX 6
18 EI-Z-03  Implementation of Geographic Information Systems  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 .

Cloud computing (4+1)

Cloud computing (4 + 1)

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

 

The Cloud Computing Studies program is compatible with the respective studies offered at most of the world's universities that support this current topic and enable student mobility.

  • 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 Cloud Computing
  • Scientific-research area: 2 technical-technological
  • Field: 212 Computer Engineering & Informatics
  • Area: 21208 other
  • The value of postgraduate studies is 60 ECTS credits .
  • Duration of studies: 2 Semesters .
  • One academic year consists of two Semesters lasting 30 weeks (1 Semester = 15 weeks).
  • Admission Requirements : Cloud computing students can enroll in graduate students who have 240 or 180 undergraduate credits.
  • 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 compulsory courses, 1 elective general education course, 2 elective courses in the field, one of which can be from the list of free elective courses 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 final 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. Studies
 

Table 1: List of Postgraduate Courses

 

 

Name of the subject

Status

Semester

ECTS

1

Virtualized Data Centers 

З

winter

6

2

Scalability and multitenancy for SaaS applications 

З

winter

6

3

Elective general education subject *

И

winter

6

4

Elective

И

winter

6

5

Elective

И

winter

6

6

Elective

З

summer

6

7

Elective

И

summer

6

8

Master Thesis

З

summer

18

* Select one item from Table 2

Table 2. General education subjects  

 

Code

Name of the subject

Status

Semester

ECTS

1

СЕ-И2-08

Business modeling 

И

winter

6

2

ОО-З-01

Research Methods and Writing Techniques

И

winter

6

3

СЕ-И1-04

Privacy, ethics and social responsibilities

И

winter

6

2.1 Electives

Configure
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   овој линк.

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 .

Statistics for data analysis (4+1)

1. General Information

This program is designed to train staff with solid statistical knowledge with a focus on the newly recognized field of data science. The curriculum combines rigorous statistical theory with broader practical experience in applying statistical models to data work. Graduates will be in high demand. Most students are expected to be employed as statisticians, analysts and data experts within private and public institutions providing statistical consultations.

  • Name of the proposer: University "Ss. Cyril and Methodius University in Skopje, Faculty of Information Sciences and Computer Engineering - FINKI
  • Title of the study program: Second cycle academic studies in Statistics for Data Analysis
  • Scientific-research area: technical-technological / natural mathematical
  • Field: Informatics / Mathematics
  • Areas: Mathematical Statistics and Operations Research, Data Processing, Applied Mathematics and Mathematical Modeling, Programming, Artificial Intelligence, Algorithms, Information Processing .
  • The value of postgraduate studies is 60 ECTS credits.
  • Duration of studies: 2 semesters .
  • One academic year consists of two semesters lasting 30 weeks (1 semester = 15 weeks).
  • Conditions for enrollment : according to the competition announced by the university, completed undergraduate studies in information science, computer or related fields with a minimum of 240 credits.
  • First semester: 3 compulsory courses and 2 electives, one of which may be from the University list.
  • Second semester : 1 compulsory and 1 elective course and completed 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 the studies is Master of Information Science - Statistics in Data Analysis

                Master of Science in Informatics - Statistics for Data Analytics

 

2. Studies

Table 2: List of Postgraduate Courses in Statistics for Data Analysis

РБ CODE / Subject Semester M / E ECTS
1 SNP-Z-1 Data analysis with statistical packages IX M 6
2 SDP-Z-3 Bayesian data analysis IX M 6
3 SDP-Z-4 Data preparation and research IX M 6
4 Elective item from Table 4 IX E 6
5 Elective item from Table 4 IX E 6
6 SNP-Z-2 Regression Models X M 6
7 Elective item from Table 4 X E 6
8 Masterrska topic X M 18

 

Table 3 shows the electives from the study program Statistics for Data Analysis. In addition to these courses, the student can choose from all elective courses, defined for all study programs, from the second cycle that are serviced by the faculty. It is allowed to choose one elective course from the university list of free elective courses.

 

 

Table 3: Optional list of offered items

РБ New code /   Subject Semester ЕКТС
1 Methods of statistical locking IX 6
2 Concepts and application of big data IX 6
3 Analysis and forecasting time series IX 6
4 Advanced Algorithms IX 6
5 Modeling and fusing IX 6
6 Information Processing in Biological Systems IX 6
7 Analysis of data from related systems IX 6
8 Text Data Processing IX 6
9 Optimization methods IX 6
10 Data processing in bioinformatics IX 6
11 Network Analysis IX 6
12 Ambiental intelligence IX 6
13 Web of the Future IX 6
14 Statistical programming X 6
15 Statistical Learning X 6
16 Multidimensional statistical analysis X 6
17 Numerical methods for data science X 6
18 Statistical research skills: editing , reporting and visualization of data X 6
19 Business Analytics X 6
20 Random processes X 6
21 Big Data Modeling and Management X 6
22 Discovering knowledge in big graph data X 6
23 Open and related data X 6
24 Modern Simulations and Modeling X 6
25 Computational paradigms in the Internet of Things X 6
26 Data analysis from mobile sensors / sources X 6
27 Intelligent mobile applications 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 .

 

Management in IT technologies (3+1+1) (in Macedonian)

Management in IT technologies (3+1+1)

1. Општи информации

Постдипломските студии по Управување во информатички технологии имаат за цел да обезбедат квалитетно и врвно европско образование и обучување на високо образувани кадри со длабоки познавања на методи и техники за управување со ИКТ проекти и системи. По завршувањето на студиите овие кадри ќе можат да заземат одговорни позиции во процесите на планирање, дизајн, управување и мониторинг на ИКТ проекти и системи вклучувајќи ги и нивните бизнис аспекти.

Програмата во рамките на студиите по Управување во информатички технологии се компатибилни со соодветните студии кои се нудат на најголемиот број светски универзитети кои ја поддржуваат оваа тематика и овозможуваат мобилност на студентите.

  • Назив на предлагачот: Универзитет „Св. Кирил и Методиј“ во Скопје, Факултет за информатички науки и компјутерско инженерство – ФИНКИ
  • Назив на студиската програма: Управување во информатички технологии
  • Научно - истражувачко подрачје: 2 техничко-технолошко
  • Поле: 212 компјутерска техника и 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).
  • Услови за запишување на студиите: На студиите по Управување во информатички технологии можат да се запишат студенти кои имаат завршено студии кои имаат 240 или 180 кредити на додипломски студии .
  • 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 првиот семестар на постдипломските студии.
  • Прв семестар: 2 задолжителни предмети, 2 изборени предмети од областа.
  • Втор семестар: 1 задолжителен предмет од областа, 1 изборен предмет предмет од областа и 1 изборен предмет од листата на УКИМ и завршен проект – магистерска тема (18 ЕКТС)
  • 1 ЕКТС кредит соодветствува на 30 часови вкупен работен ангажман
  • Бројот на контактните часови е 4

По успешното завршување на постдипломските студии по Управување во информатички технологии, успешниот студент ќе ги поседува следниве општи способности и квалификации:

  • Способност за работа во интердисиплинарни тимови
  • Моќ за анализа и синтеза
  • Моќ за примена на знаењето во праксата
  • Моќ за генерирање нови идеи (креативност)
  • Моќ за учење
  • Способност за критика и самокритика
  • Способност за донесување одлуки
  • Познавање англиски јазик
  • Истражувачки способности

По успешното завршување на постдипломските студии по Управување во информатички технологии, успешниот студент ќе ги поседува следниве специфични способности и квалификации:

   Знаење и разбирање

 

Обезбедува на продлабочени знаења и разбирања на теориските основи на софтверски и иновациски проектен менаџмент, управување со информациски системи и ризици како и други дисциплини.

Стекнување на потребните знаења од областа на менаџмент со ИКТ системи и проекти.

Развој на напредни вештини во планирање, проектирање, дизајнирање, управување, тестирање, како и имплементација на ИКТ системи и проекти.

Покажува високо ниво на професионална компетентност во анализа на емпириски податоци во областа на бизнисот, индустрија, економија и влада.

Работа со применети апликации за управување со проекти, ресурси, пари и луѓе.

Владее со најновите индустриски стандарди и најдобри пракси, како и со можностите за подобрувања и идниот развој во областа.

 Примена на знаењето и  разбирањето

 

Може да го примени знаењето и разбирањетоза професионално усовршување во потесна област од Управување во информатички технологии.

Покажува вештини и знаење потребни за индивидуата да биде компетентна за управување на ИТ системи и проекти на високо ниво.

Компетенциите го квалификуваат со цврста менаџмент и техничка основа со можност за вклучување на избран спектар од пошироки аспекти од Управување во информатички технологии и слично кои ќе одговараат на потребите на професионалецот во ова поле со постојан и брз развој.

Продлабочени познавања на управување потребни за ефикасна работа на ИКТ менаџер, независен специјалист или член на специјализиран тим.

 Способност за проценка

Демонстрира посветеност за самонапредување, и постојан професионален развој.

Покажува продлабочено знаење за напредни техники за анализа и дизајн од областите на Управување во информатички технологии.

Демонстрира познавање на најдобрите практики за подобрување на продуктивноста и взаемното разбирање во бизнис организациите земајќи ги предвид личните, општествените, научните и етичките аспекти.

Покажува способност за самостојно носење на управувачки одлуки и поврзување на бизнис практиката со апликативните решенија.

 Комуникациски вештини

Покажува способност за комуникација со колегите и за тимска работа преку висока свесност за значењето и моќта на комуникациите.

Илустрира ефективна размена на информации, идеи и аргументирано поткрепени предлози.

Демонстрира висока способност за работа и раководење со мултидисциплинарни тимови

Покажува способности за планирање и управување со времето на менаџерско ниво и професионална социјализација и решавање конфликти.

Препознава комплексни организациски структури и потреба за нивно реструктурирање,  го разбира нивното влијание на ефективноста и ефикасноста во комбинација со модерните технологии.

 Вештини на учење

Покажува разбирање на основите на истражувачката методологија, со способности да оценува, дизајнира и изведува истражување во областа, да формулира, планира истражувачки проект и продлабочено да комуницира на темата.

Демонстрира способност за разумна проценка и генерирање на идеи со креативно и критичко размислување, совладување нови теории, модели, техники и технологии, ценејќи ја притоа неопходноста од постојан професионален развој.

Способен е да ги избере и сфати процедурите и методите за структурирање, обединување и ракување со информациите и податоците во една околина.

Поседува висока самодоверба и независност, проактивност и самосвесност за изведување и делегирање на работни задачи и управување со понатамошната кариера.

 

Стекната титула: Магистер по информатички науки и компјутерско инженерство од областа на управување во информатички технологии. 

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.

Табела 1: Листа на предметите на воведувачкиот слој

 

 

Код

Предмет

Неделен фонд

Семестар

ЕКТС

1 

 CSEW501

 Менаџмент информациски  системи*

2+2+1

зимски

6

2 

 CSEW705

 Иновации преку ИКТ*

2+1+2

зимски

6

3 

 

 Изборен од табела 2

 

зимски

6

4 

 

 Изборен од табела 2

 

зимски

6

5 

 

 Изборен од табела 2

 

зимски

6

 6 

 CSES811

 Претприемништво*

2+1+2

летен

6

7 

 CSES634

 Управување со ИКТ проекти*

2+2+1

летен

6

8 

 

 Изборен од табела 2

 

летен

6

9 

 

 Изборен од табела 2

 

летен

6

10 

 

 Изборен**

 

летен

6

*Доколку студентот во своите додипломски студии го има положено предметот, ќе треба на негово место да избере друг предмет од листата на изборни предмети од воведувачкиот слој (Табела 2).

**Предметот може да се избере од листата на изборни предмети од табела 2 или од универзитетската листа на слободни изборни предмети

Табела 2: Листа на изборните предмети во воведувачки слој

 

Код

Предмет

Неделен фонд

Семестар

ЕКТС

1 

 CSEW528

 Управување со техничка поддршка

2+1+2

зимски

6

2 

 CSEW505

 Анализа на софтверските барања

2+2+1

зимски

6

3 

 CSEW701

 Анализа и дизајн на ИС

2+2+2

зимски

6

4 

 CSEW704

 Дизајн на интегрирани системи

2+1+2

зимски

6

5 

 CSEW511

 Дизајн и архитектура на софтвер

2+1+2

зимски

6

6 

 CSEW514

 Имплементација на системите со отворен код

2+1+2

зимски

6

7 

 CSEW515

 Компјутерска етика

4+0+0

зимски

6

8 

 CSEW310

 Маркетинг

2+2+1

зимски

6

9

 CSES631

 Софтверски квалитет и  тестирање

2+1+2

летен

6

10

 CSES625

 Развоен процес на ИС

2+2+2

летен

6

11

 CSES612

 Електронска и мобилна трговија

2+2+2

летен

6

12

 CSES610

 е-Влада

2+1+2

летен

6

13

 CSES617

 Моделирање на бизнис процеси

2+1+2

летен

6

14

 CSES606

 Географски информациски  системи

2+1+2

летен

6

15

 CSES205

 Бизнис и менаџмент

2+2+1

летен

6

16

 CSES628

 Сервисно ориентирани  архитектури

2+2+2

летен

6

17

 УКИМ-И

 Избор од универзитетската  листа слободни предмети

 

 

 

 

По успешното завршување на сите десет предмети и остварени 60 кредити, студентот со претходно стекнати 180 ЕКТС кредити (или завршени тригодишни студии) продолжува со предметите од втората студиска година на постдипломски студии .

Cloud Computing (3+1+1) (in Macedonian)

Cloud Computing (3+1+1)

Постдипломските студии по пресметување во облак се стремат кон врвно европско образование и обучување, кои по завршувањето на студиите ќе можат да испорачуваат скалабилни и еластични инфраструктури, платформи и софтвери, кои се висококвалитетни и доверливи и кои ги задоволуваат потребите на локалната индустрија.

Програмата во рамките на студиите по пресметување во облак се компатибилни со соодветните студии кои се нудат на најголемиот број светски универзитети кои ја поддржуваат оваа актуелна тематика и овозможуваат мобилност на студентите.

  • 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 Пресметување во облак
  • Научно - истражувачко подрачје: 2 техничко-технолошко
  • Поле: 212 компјутерска техника и информатика
  • Област: 21208 друго
  • 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: На студиите по пресметување во облак можат да се запишат студенти кои имаат завршено студии кои имаат 240 или 180 кредити на додипломски студии.
  • 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 првиот семестар на постдипломските студии.
  • Прв семестар: 2 задолжителни предмети, 1 изборен општо-образовен предмет, 2 изборни предмети од областа, од кои еден може да биде од листата на слободни изборни предмети на УКИМ.
  • Втор семестар: 2 изборни предмети од областа, од кои еден може да е од листата на УКИМ (само доколку во првиот семестар предметите се избрани на ниво на факултет) и завршен проект – магистерска тема (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 пресметување во облак.

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.

Табела 1: Листа на предметите на воведувачкиот слој

 

код

предмет

СЕМЕСТАР

ЕКТС

Предуслов

1

CSEW506

Веб програмирање

седми

VII

6

Интернет технологии

2

CSEW705

Иновации преку ИКТ

седми

VII

6

нема

3

 

Изборен предмет 1

седми

VII

6

 

4

 

Изборен предмет 2

седми

VII

6

 

5

 

Изборен предмет 3

седми

VII

6

 

6

CSES802

Виртуелизација и пресметување во облак

осми

VIII

6

Дизајн на компјутерски мрежи, Администрација на мрежни сервиси, Компјутерски мрежи, Интернет

7

CSES628

Сервисно ориентирани архитектури

осми

VIII

6

Интернет програмирање

8

 

Изборен предмет 4

осми

VIII

6

 

9

 

Изборен предмет 5

осми

VIII

6

 

10

 

Изборен*

осми

VIII

6

 

*Предметот може да се избере од Универзитетската листа на слободни изборни предмети

 

Табела 2: Листа на изборните предмети во воведувачки слој

 

 

код

предметИ

СЕМЕСТАР

ЕКТС

Предуслов

1

CSEW526

Пресметување со високи перформанси

седми

VII

6

Архитектура и организација на компјутери или компјутерски архитектури

2

CSEW513

Дистрибуирани системи

седми

VII

6

Компјутерски мрежи, Алгоритми и структури на податоци

3

CSEW702

Веб базирани системи

седми

VII

6

Нема

4

CSEW718

Дистрибуирано и паралелно процесирање

седми

VII

6

Оперативни системи, паралелно програмирање

5

CSEW312

Мултимедијални технологии

седми

VII

6

Вовед во ИТ или

Основи на софтверско инженерство

6

CSEW515

Компјутерска етика

седми

VII

6

Нема

7

CSEW514

Имплементација на системи со отворен код

седми

VII

6

Нема

8

CSEW522

Напреден веб дизајн

седми

VII

6

Нема

9

CSES621

Паралелно програмирање

осми

VIII

6

Напреден развој на софтвер

10

CSES602

Безбедност на компјутерски системи

осми

VIII

6

Оперативни системи

11

CSES634

Управување со ИКТ проекти

осми

VIII

6

Нема

12

CSES601

Администрирање на ИТ системи

осми

VIII

6

Нема

13

CSES618

Мрежна безбедност

осми

VIII

6

Податочни и компјутерски комуникации, Оперативни системи

14

CSES622

Податочно рударство

осми

VIII

6

Нема

15

CSES630

Современи компјутерски архитектури

осми

VIII

6

Архитектура и организација на компјутери или Компјутерски Архитектури

16

CSES619

Напредни бази на податоци

осми

VIII

6

Бази на податоци

17

CSES609

Дизајн на компјутерски мрежи

осми

VIII

6

Податочни и компјутерски комуникации

 

По успешното завршување на сите десет предмети и остварени 60 кредити, студентот со претходно стекнати 180 ЕКТС кредити (или завршени тригодишни студии) продолжува со предметите од втората студиска година на постдипломски студии.

Internet Technologies (3+1+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 of Information Sciences and Computer Engineering - FINKI
  • 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 mandatory courses and 2 electives, one of which may be from the University list.
  • Second semester: 1 mandatory 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. 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

РБ Subject Semester ECTS
1 mandatory subject 1 of Table 2 VII 6
2 mandatory subject 2 of Table 2 VII 6
3 mandatory subject 3 of Table 2 VIII 6
4 mandatory subject 4 of Table 2 VIII 6
5 Elective course 1 1 VII 6
6 Elective 2 1 VII 6
7 Elective course 3 1 VII 6
8 Elective 4 1 VIII 6
9 Elective course 5 1 VIII 6
10 Selection from the university list of free courses VIII 6

[1] Selection from the lists of subjects from the introductory layer of all master studies at the Faculty of Information Sciences and Computer Engineering

Elective courses can be selected from the proposed list of courses of the study program (Table 2), or from the proposed lists of courses from the introductory layer of other study programs of the Faculty of Information Sciences and Computer Engineering. The selection of courses should be made in accordance with the previous knowledge of the candidate and the necessary knowledge to continue with postgraduate studies in intelligent systems. When choosing courses, the student should coordinate with the head of the study program. A free choice of subject is also allowed, which is on the university list of subjects for the first year of two-year postgraduate studies.

 

Table 2:   List of items

РБ Code / Subject Semester ECTS Prerequisite2
1 CSEW513   Distributed Systems VII 6 Computer Networks, Algorithms and Data Structures
2 CSEW519   Mobile platforms and programming  VII 6 Object-Oriented Programming
3 CSEW702   Web based systems  VII 6 Network Programming
4 CSEW303   Probability and Statistics  VII 6 Calculus 1, Discrete Mathematics 2
5 CSEW504   Network Services Administration VII 6 Computer Networks, Operating Systems
6 CSES609   Computer Network Design  VIII 6 Computer Networks
7 CSES405   Wireless mobile systems  VIII 6 Computer Networks
8 CSES618   Network Security  VIII 6 Computer Networks, Operating Systems
9 CSES633   Networking VIII 6 Computer Networks
10 CSES612   Electronic & Mobile Commerce  VIII 6 Internet programming

 

[2] The titles of the courses are given according to the curricula of the undergraduate studies at the Faculty of Information Technologies and Computer Engineering, UKIM, Skopje. Students who have graduated from other institutions will have to show passed exams in subjects appropriate to the above in order to meet the prerequisites for the respective subject.

 

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). p>

 

3. Studies

Table 3: List of Postgraduate Courses

РБ CODE / Subject Semester З / И ECTS
1 IT-Z-01 Network Analysis IX З 6
2 IT-Z-02 Advanced mobile and web applications IX З 6
3 IT-Z-03 Internet Security and Privacy IX З 6
4 Elective IX И 6
5 Elective IX И 6
6 IT-Z-04 DevOps for networking  X З 6
7 Elective X И 6
8 Master Thesis X З 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 electives 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 < / span> Semester ЕКТС
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   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 .

Security, cryptography and coding (3+1+1)

1. General Information

 

Postgraduate studies in Security, Cryptography and Coding aim at a top European education and training staff, which after graduation will be able to meet the needs of the industry.

  • 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 Security, cryptography and coding
  • Scientific-research area: technical-technological sciences, natural-mathematical and sciences
  • Field: Computer Science and Informatics, Informatics
  • Area: Other ( Computer Security, Cryptography, and Coding)
  • 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 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 mandatorycourses and 2 electives, one of which may be from the University list.
  • Second semester: 1 mandatoryand 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 security, cryptography and coding
 

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. The candidate should choose 4 courses from the proposed list, while the other 5 courses can be selected from the other courses offered at the faculty and one of the courses from the university list. If it happens that the candidate has already passed 7 or more of the recommended courses, then he has the right to choose a course from the other courses offered at the faculty.

 

 

Table 1: List of introductory layer items

РБ Subject Semester ECTS
1 mandatory subject 1 of Table 2 VII 6
2 mandatory subject 2 of Table 2 VII 6
3 mandatory subject 3 of Table 2 VIII 6
4 mandatory subject 4 of Table 2 VIII 6
5 Elective course 1 VIII 6
6 Elective 2 VIII 6
7 Elective course 3 VII 6
8 Elective 4 VII 6
9 Elective 5 VIII 6
10 Selection from the university list of free courses VII 6

 

Elective courses can be selected from the proposed list of courses of the study program, Table 2, or from the proposed lists of courses from the introductory layer of other study programs of the Faculty of Information Sciences and Computer Engineering. The choice of courses should be made in accordance with the previous knowledge of the candidate and the necessary knowledge to continue with the postgraduate studies in Internet technologies. Only one free choice of subject is allowed which is on the university list of subjects for the first year of two-year postgraduate studies.

 

Table 2: List of electives

РБ New Code / Subject Semester ECTS Prerequisite
1 CSEW516 Cryptography  VII 6 Discrete Mathematics 2
2 CSES602   Computer Systems Security VIII 6 Operating Systems
3 CSEW303   Probability and Statistics  VII 6 Calculus 1 (Mathematics 1), Discrete Mathematics 2
4 CSES404   Information Theory with Digital Communications  VIII 6 Probability and Statistics
5 CSEW702   Web based systems  VII 6 no
6 CSEW515   Computer Ethics VIII 6 realized a minimum of 90 ECTS credits
7 CSEW703   Introduction to Pattern Recognition  VII 6 Artificial Intelligence
8 CSES618   Network Security  VIII 6 Data and Computer Communications, Operating Systems
9 CSES405   Wireless & Multimedia Systems VIII 6 Data Computer Communications
10 CSES620   Non-relational databases  VIII 6 Databases

 

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). p>

 

3. Studies

Table 3: List of Postgraduate Courses

РБ New Code / Subject Semester З / И ECTS
1 BK-Z-01 Advanced Information Security   IX З 6
2 BK-Z-02 Applied cryptography   IX З 6
3 BK-Z-03 Coding Theory  IX З 6
4 Elective 2 IX И 6
5 Elective 2 IX И 6
6 BK-Z-04 Computer Security   X З 6
7 Elective course 3 X И 6
8 Master Thesis X З 18

 

When choosing the courses, at least one elective course should be chosen from the offered elective courses in Table 4. The remaining elective courses can be selected from courses offered in all directions of the second cycle of studies at the Faculty of Information Sciences and Computer Engineering, and one of the electives can be chosen from the University list of courses of the second cycle of studies.

 

Table 4: Electives

РБ New code /   Subject Semester ЕКТС Fund hours
П | В
1 BK-I-01   Security for mobile and web applications X 6 30 30
2 BK-I-02   Biometric systems   IX 6 30 30
3 БК-И-03 Provable security X 6 30 30
4 БК-И-04 Cryptanalysis  X 6 30 30
5 БК-И-05 Cryptographic Engineering   IX 6 30 30
6 БК-И-06 Cryptographic Protocols   X 6 30 30
7 БК-И-07 Mathematical Logic for Computer Science IX 6 30 30
8 БК-И-08 Advanced Algebraic Structures X 6 30 30
9 БК-И-09 Advanced communication channel coding algorithms X 6 30 30
10 БК-И-10 Applied Information Theory IX 6 30 30
11 БК-И-11 Stochastic Processes IX 6 30 30
12 БК-И-12 Change and Risk Management    IX 6 30 30
  Selection from University List of Free Courses   6 30 30

 

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 .

Ecoinformatics (3+1+1)

1. General Information

 

Postgraduate studies in Ecoinformatics strive for top European education and training of staff, who after graduation will be able to meet the needs of industry.

  • 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 Ecoinformatics
  • Scientific-research area: technical-technological
  • Field: Computer Engineering & Informatics
  • Area: eco-informatics
  • 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 Mandatory courses and 2 electives, one of which may be from the University list.
  • Second semester: 1 Mandatory 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 Ecoinformatics

 

 

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

РБ Subject Semester ECTS
1 Mandatory subject 1 of Table 2 VII 6
2 Mandatory subject 2 of Table 2 VII 6
3 Mandatory subject 3 of Table 2 VIII 6
4 Mandatory subject 4 of Table 2 VIII 6
5 Elective course 1 1 VII 6
6 Elective 2 1 VII 6
7 Elective course 3 1 VII 6
8 Elective 4 1 VIII 6
9 Elective course 5 1 VIII 6
10 Selection from the university list of free courses VIII 6

[1] Selection from the lists of subjects from the introductory layer of all master studies at the Faculty of Information Technologyauki and computer engineering

Elective courses can be selected from the proposed list of courses of the study program, Table 2, or from the proposed lists of courses from the introductory layer of other study programs of the Faculty of Information Sciences and Computer Engineering. The choice of courses should be made in accordance with the previous knowledge of the candidate and the necessary knowledge to continue with the postgraduate studies in Internet technologies. Only one free choice of subject is allowed which is on the university list of subjects for the first year of two-year postgraduate studies.

 

Table 2: List of electives

РБ New Code / Subject Semester ECTS Prerequisite2
1 CSEW501   Management Information Systems  VII 6 Software Engineering or Software Requirements Analysis
2 CSEW702   Web based systems  VII 6 Web programming or Internet technologies
3 CSEW303   Probability and Statistics  VII 6 Calculus 1, Discrete Mathematics 2
4 CSEW504   Network Services Administration VII 6 Computer Networks, Operating Systems
5 CSEW710   Research methodology in ICT  VII 6 no
6 CSEW711   Modeling and Simulation  VIII 6 Probability and Statistics
7 CSES606    Geographic Information Systems  VIII 6 Databases
8 CSES622    Data Mining VIII 6 Databases
9 CSES805    Intelligent Information Systems VIII 6 Machine learning
10 CSEW517   Machine learning  VIII 6 Probability and Statistics or Business Statistics

 

[2] The titles of the courses are given according to the curricula of the undergraduate studies at the Faculty of Information Technologies and Computer Engineering, UKIM, Skopje. Students who have graduated from other institutions will have to show passed exams in subjects appropriate to the above in order to meet the prerequisites for the respective subject.

 

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: List of Postgraduate Courses

РБ CODE / Subject Semester З / И ECTS
1 EI-Z-01 Concepts in Eco-informatics IX З 6
2 EI-02 Ecological modeling  IX З 6
3 EI-Z-03 Implementation of Geographic Information Systems  IX З 6
4 Elective course 1 IX И 6
5 Elective 2 IX И 6
6 EI-Z-04 Knowledge Discovery in Environmental data X З 6
7 Elective course 3 X И 6
8 Master Thesis X З 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 electives 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 EI-I-01   Requirements Analysis in Ecosystem informatics  IX 6
2 EI-I-02   Monitoring and data processing in environmental engineering  IX 6
3 EI-I-03   Remote sensing  X 6
4 ЕИ-И-04   E-business IX 6
5 ЕИ-И-05   Data visualization IX 6
6 ЕИ-И-06   Digital Marketing  X 6
7 EI-I-07   Advanced Distributed and Parallel Systems IX 6
8 EI-I-08   Internet Infrastructure Management IX 6
9 ЕИ-И-09   Smart Sensor Networks  X 6
10 IT-I-10   Network Virtualization and Cloud Computing  X 6
11 IT-I-11   Data Science IX 6
12 IS-I-04   Mobile web services   IX 6
13 PS-I-08   Linked Open Data X 6
14 PS-I-07   IoT for Environmental Systems 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 .