Резултати од пребарување

Computer Science (3+1+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. 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 freeitems 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 CSEW317  Formal languages and automata VII 6 no
2 CSEW308   Linear Algebra VII 6 no
3 CSEW303   Probability and Statistics  VII 6 Calculus 1, Discrete Mathematics 2
4 CSEW517   Machine learning  VII 6 no
5 CSEW507   Visualization  VII 6 Object-Oriented Programming
6 CSES419   Algorithms and Complexity VIII 6 One of the subjects: Algorithms and Data Structures, Algorithms and Data Structures, Data Structures
7 CSES622   Data Mining VIII 6  
8 CSES619   Advanced Databases  VIII 6 Databases
9 CSES621   Parallel Programming VIII 6 Advanced Software Development
10 CSES629   Data Warehouses and OLAP VIII 6 Algorithms and data structures, Databases

 

 

[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

Tableand 3: List of Postgraduate Courses

РБ CODE / Subject Semester З / И ECTS
1 KN-Z-01 Advanced algorithms  IX З 6
2 KN-Z-02 Optimization methods  IX З 6
3 KN-Z-03 Formal methods  IX З 6
4 Elective IX И 6
5 Elective IX И 6
6 KN-Z-04 Research methods and writing techniques 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 Semester ECTS
1 КН-И-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-И-07      
8 КН-И-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 СИ-И-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 БК-И-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 .

Computer Networks

Цел на предметната програма: 

Introduction to fundamental concepts in computer networks. Students will gain knowledge of network architectures, network protocols and how to design computer network. Students will be familiarized with main components and applications of TCP/IP protocol suite

Акредитација: 

Computer Systems Security

Цел на предметната програма: 

Introduction to procedures and mechanisms for protection of computer systems from security point of view and procedures for increasing the level of computer system security against unauthorized access.

Акредитација: 

Embedded computer systems

Цел на предметната програма: 

Understanding different types of microcontrollers and embedded computer systems application, real-time systems and low-energy computing, embedded operating systems and their programming, designing small personal devices, network connection to existing network architecture. 

Акредитација: 

Fundamentals of computer graphics

Цел на предметната програма: 

 Introduction to the theoretical foundations and concepts of 2D and 3D computer graphics, geometric modelling, transformations, rendering, and generating curves and surfaces using splines. Practical implementation using OpenGL libraries, 3D graphical software packages like Autodesk Maya, 3D Max,.. Upon completion of the course the student is expected to demonstrate knowledge of the theoretical foundations and concepts of 2D and 3D computer graphics, proficient use of the OpenGL library and graphic software packages for practical implementation problems of computer graphics.

Акредитација: 

Computer Components

Цел на предметната програма: 

Familiarizing with the structure of the computer systems, their hardware components, and connections between the components, organization and functions. Hardware components characteristic and used standards.

Акредитација: 

Introduction to Computing

Цел на предметната програма: 

High awareness of ICT fundamentals, ICT history, current status and future; the way how computers work; Web fundamentals; image, video and animation processing; key areas of ICT and their influence; competence to manipulate text, tables, graphs, images, audio and video. 

Акредитација: 

High performance computing (HPC)

Цел на предметната програма: 

After the completion of this course, the students will have the knowledge of the architectures with high performance. They will understand the systems that are used for high performance computing and they will have the knowledge for algorithm speedup by their analysis and transformation based on available hardware infrastructure especially on their processor and memory hierarchy. 

Акредитација: 

Human-computer interaction

Цел на предметната програма: 

The aim of the course is students to understand the need of designing effective communication between users and computers. Upon completion of the course the student is expected to demonstrate knowledge of all aspects of user interfaces, to know how to model and implement user interfaces for applications according to user requirements and available equipment and to know how to test and evaluate interfaces of existing systems. 

Акредитација: 

Ве покануваме на предавањето на тема “From Recurrent Neural Networks to Human Neuronal Networks and Back: A Computational Bio-Cybernetics”, што ќе го одржи проф. д-р Георги Димировски, професор во пензија од ФЕИТ-УКИМ, Скопје, како и гостин-професор при Универзитетот Догуш, Истанбул, Турција.

Предавањето е во организација на Македонската секција на IEEE (здружен оддел CAS/CIS/CS и одделот за компјутери), Факултетот за електротехника и информациски технологии (ФЕИТ) и Факултетот за информатички науки и компјутерско инженерство (ФИНКИ), а ќе се одржи на 14.2.2019 (четврток) со почеток во 12 часот, во салата за конференции на ФЕИТ.

Темата на предавањето произлегува од трудот кој проф. д-р Георги Димировски го има објавено заедно со Professor Kevin Warwick, Deputy Vice-Chancellor for Research (retired), University of Coventry, England, United Kingdom.

Во прилог  се дадени детали околу предавањето, како и кусата биографија на проф. д-р Георги Димировски.

georgidimirovski_shortbio.pdf

predavanje.pdf

 

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