Bachelor in Computer Science Program – Elective Courses

  • 25 October 2022, 04.13
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Overview of Elective Courses

The 2021 curriculum structure of the Computer Science Study Program is as follows: (1) Compulsory courses with a total of 98 credits; and (2) elective courses with a minimum of 46 credits. Elective courses can be: (a) elective courses offered by the Study Program; (b) courses taken from study programs within UGM; (c) courses taken from other universities outside UGM; (d) courses (credit recognition/equivalent) from MBKM activities. Taking courses from other study programs inside UGM can start from semester 2.

There are 8 (eight) types of MBKM activities, which are provided by the study program and can be chosen by students, namely: (1) Student exchange; (2) Internship or work practice; (3) Research; (4) Independent study/project; (5) Entrepreneurial Activities; (6) Projects in the Village / KKNT; (7) Teaching assistance in schools; (8) Humanitarian projects.


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Elective Courses

Sem No Code Course Credits Prerequisite
Algorithms and Computations Lab
3 1 MII21-2204 Digital Image Processing 3 Algorithms and Data Structures (2)
3,5 2 MII21-3208 Computational Thinking 2
4 3 MII21-2205 Computer Graphics 3 Integral and Differential Equations (2)
4 4 MII21-2206 Computer Vision and Image Analysis 3 Digital Image Processing (3), Machine Learning(4)*
5 5 MII21-3201 Optimization Methods 3 Numerical Methods(4)
5 6 MII21-3202 Management Science 3 Numerical Methods(4)
7 MII21-3203 Science Simulation 3 Probability and Stochastic Processes (3)
5,7 8 MII21-3204 Research Trends in Algorithm and Computation 3 60 Credits
6 9 MII21-3206 Distributed Algorithm and Parallel Programming 3 Analysis of Algorithm and Complexity (3)
6 10 MII21-3207 Formal Verification 3 Languages and Automata(4)*
^ 11 MII21-3205 Special Topic on Algorithm and Computation 3 60 Credits
Intelligent System Lab
3 1 MII21-2410 Research Trends on Artificial Intelligence 2 Artificial Intelligence (3)*
4 2 MII21-2404 Fuzzy Logic 3 Logic for Computer Science (1)
4 3 MII21-2405 Pattern Recognition 3 Artificial Intelligence (3), Machine Learning (4)*
5 4 MII21-3402 Genetic Algorithm 3 Introduction to Statistic (2), Algorithms and Data Structures (2)
5 5 MII21-3403 Bioinformatics 3 Artificial Intelligence (3)
5 6 MII21-3404 Natural Language Processing 3 Machine Learning (4)
6 7 MII21-3405 Expert Systems 3 Artificial Intelligence (Semester 3)
6 8 MII21-3406 Decision Support Systems 3 Programming (1)
* 9 MII21-3407 Special Topic on Intelligent Systems 3 Artificial Intelligence (Semester 3)
Data and Software Engineering Lab
3 1 MII21-2505 Frontend and UI/UX development 3 Algorithms and Data Structures (2)
4 2 MII21-2506 Scalable Software Development 3 Computer Networks (3), Software Engineering Methods (4)*
4 3 MII21-3512 Mobile Application Development 3 Algorithms and Data Structures (2)
5 4 MII21-3502 Semantic Web 3 –
5 5 MII21-3503 Information Retrieval System 3 Database(3)
5 6 MII21-3504 Introduction to Software Quality Assurance 3 Software Engineering Methods (4)
5 7 MII21-3510 Research Trends in Software and Data Engineering 3 60 Credits
6 8 MII21-3505 Audit and Digital Forensic 3 Software Engineering Methods (4)*
6 9 MII21-3506 Information Technology Project Management 3 Software Engineering Methods (4)*
6 9 MII21-3507 Big Data Analytics 3 Database(3)
6 10 MII21-3508 Data Mining 3 Machine Learning (5)
6 11 MII21-3511 Digital Society Network Modelling 3 Algorithms and Data Structures (2)
* 12 MII21-3509 Special Topic on Software Engineering and Data 3 Software Engineering Methods (4)
Computer and Networks Systems Lab
3,5,7 1 MII21-2605 Computer Systems and Network Research Trends 3 –
3,5,7 2 MII21-2606 Internet of Things and Applications 3 –
4,6 3 MII21-2607 Big Data Architecture and Infrastructure 3 Database(3)
4,6 5 MII21-2609 Development of Computing Data Centre 3 Organization and Computer Architecture(2), Operating System (3)
4,6 6 MII21-2610 Cloud Computing 3 Computer Networks (3)
4,6 7 MII21-2611 Next Generation Networks 3 Digital System(2)*
5,7 8 MII21-3601 High Performance Architecture and Infrastructure 3 Organization and Computer Architecture(2), Operating System (3)*
5,7 9 MII21-3602 Cyber System Security 3 Cryptography and Network Security4)
5,7 10 MII21-3603 Smart and Intelligent Environment 3 –
5,7 11 MII21-3608 Introduction to Blockchain 3 Cryptography and Network Security (4)
* 4 MII21-2608 Special Topic on Computer and Network Systems 3 –