Compulsory and Elective Courses
To reach Program Learning Outcomes (PLO), Magister of Computer Science Program offers 2 methods, there are Regular Program and By Research Program.
Compulsory Course for Regular Program
| No. | Course Code | Course Name | Credits | Semester |
| 1st Semester | ||||
| 1 | MII22501 | Algorithm Analysis | 3 | 1 |
| 2 | MII226001 | Computer Science Research Methodology | 3 | 1 |
| 3 | MII225202 | Mathematics for Computer Science | 3 | 1 |
| 2nd Semester | ||||
| 1 | MII226002 | Master Thesis Proposal | 2 | 2 |
| 3rd Semester | ||||
| 1 | MII226010 | Master Thesis Seminar | 1 | 3 |
| 2 | MII226011 | Master Thesis | 6 | 3 |
Specialization Course
| No. | Course Code | Course Name | Credits | Semester |
| Data Science Specialization | ||||
| 1 | MII226401 | Computational Intelligence and Machine Learning | 3 | 2 |
| 2 | MII226501 | Data Science | 3 | 2 |
| Computational Science Specialization | ||||
| 1 | MII226401 | Computational Intelligence and Machine Learning | 3 | 2 |
| 2 | MII226203 | Computation Theory | 3 | 2 |
| Computer System Specialization | ||||
| 1 | MII26601 | Cloud Computing and Cyber Security | 3 | 2 |
| 2 | MII26602 | Advanced Computer Network | 3 | 2 |
| Information Management Specialization | ||||
| 1 | MII226404 | Decision Support and Decision Making System | 3 | 2 |
| 2 | MII226506 | Information Technology Management and Audit | 3 | 2 |
Elective Courses
Elective courses are provided by several research laboratories within the Department of Computer Science and Electronics FMIPA UGM, namely the Algorithm and Computation Laboratory (AC), Intelligent Systems Laboratory (IS), Software and Data Engineering Laboratory (SDE), Computer Systems and Networks Laboratory (CSN), and Electronics and Instrumentation Laboratory (Elins). All elective courses will be offered each semester. However, due to some reasons or technical considerations, elective courses may be inactive (not presented) for the time being.Elective courses are divided into 2, elective courses (ELC) and publication elective courses (PUB).
| No. | Course Code | Course Name | Credits | Research Lab |
| 1 | MII226003 | Research Assistantship | 1 | – |
| 2 | MII226004 | Teaching Assistantship | 1 | – |
| 3 | MII226005 | Special Topics on Computer Science | 3 | – |
| 4 | MII226203 | Theory of Computation | 3 | AC |
| 5 | MII226204 | Cryptology | 3 | AC |
| 6 | MII226205 | Digital Image Processing and Analysis | 3 | AC |
| 7 | MII226206 | Operation Research | 3 | AC |
| 8 | MII226207 | Verification and Validation | 3 | AC |
| 9 | MII226301 | Computer System of Industry | 3 | Elins |
| 10 | MII226302 | Robotics Programming | 3 | Elins |
| 11 | MII226303 | Modern Control System | 3 | Elins |
| 12 | MII26304 | Electronic System Design Synthesis | 3 | Elins |
| 13 | MII226305 | Signal and Systems | 3 | Elins |
| 14 | MII226401 | Computational Intelligence and Machine Learning | 3 | IS |
| 15 | MII226402 | Principles of Artificial Intelligence | 3 | IS |
| 16 | MII226403 | Feature Engineering and Pattern Recognititon | 3 | IS |
| 17 | MII226404 | Decision Support System | 3 | IS |
| 18 | MII226501 | Data Science | 3 | SDE |
| 19 | MII26502 | Information Retrieval System | 3 | SDE |
| 20 | MII226503 | Software Development | 3 | SDE |
| 21 | MII226504 | Data Warehouse and Business Intelligence | 3 | SDE |
| 22 | MII226505 | Management and Audit of Information System | 3 | SDE |
| 23 | MII226601 | Cloud Computing and Cyber Security | 3 | CSN |
| 24 | MII226602 | Advanced Computer Networking | 3 | CSN |
| 25 | MII226603 | Big Data Platform and Architecture | 3 | CSN |
| 26 | MII226106 | International Journal Publication | 5 | – |
| 27 | MII226107 | Accredited National Journal Publication | 5 | – |
| 28 | MII226018 | International Seminar Proceeding Publication | 4 | – |
| 29 | MII226019 | National Seminar Proceeding Publication | 2 |
