| Overview |
ECTS Credits |
| Major Subject | 37,50 |
| ........ Computational Engineering | 37,50 |
| ................ UE Machine Learning: Supervised Techniques | 1,50 |
| ................ VL Machine Learning: Supervised Techniques | 3,00 |
| ................ VL Computer Algebra for Concrete Mathematics | 3,00 |
| ................ KV Hardware Design | 4,50 |
| ................ UE Model Checking | 1,50 |
| ................ VL Model Checking | 3,00 |
| ................ KV Parallel Computing | 4,50 |
| ................ VL Probabilistic Models | 3,00 |
| ................ PR Project in Computational Engineering | 7,50 |
| ................ SE Seminar in Computational Engineering | 3,00 |
| ................ KV System Software | 3,00 |
| ........ Data Science | 37,50 |
| ................ Data Warehousing | 6,00 |
| ........................ VL Data Warehousing | 3,00 |
| ........................ UE Data Warehousing | 3,00 |
| ................ VL Machine Learning: Supervised Techniques | 3,00 |
| ................ KV Big Data Management and Processing | 3,00 |
| ................ KV Computational Data Analytics | 3,00 |
| ................ VL Probabilistic Models | 3,00 |
| ................ PR Project in Data Science | 7,50 |
| ................ SE Seminar in Data Science | 3,00 |
| ................ VL Visual Analytics | 3,00 |
| ................ KV Statistical Principles of Data Science | 6,00 |
| ........ Intelligent Information Systems | 37,50 |
| ................ KV Basic Methods of Data Analysis | 3,00 |
| ................ KV Information Retrieval and Extraction | 3,00 |
| ................ KV Integrated Information Systems | 3,00 |
| ................ KV Knowledge Based Systems | 3,00 |
| ................ UE Learning from User-generated Data | 1,50 |
| ................ VL Learning from User-generated Data | 3,00 |
| ................ KV Multimedia Search and Retrieval | 4,50 |
| ................ PR Project in Intelligent Information Systems | 7,50 |
| ................ SE Seminar in Intelligent Information Systems | 3,00 |
| ................ KV Web Information Systems | 4,50 |
| ................ KV Accessible Software and Web Design | 1,50 |
| ........ Networks and Security | 37,50 |
| ................ VL Computer Forensics and IT Law | 3,00 |
| ................ KV Cryptography | 3,00 |
| ................ KV Information Security Management | 3,00 |
| ................ VL Introduction to IT Security | 3,00 |
| ................ KV Network Management | 3,00 |
| ................ KV Network Security | 1,50 |
| ................ PR Project in Networks and Security | 7,50 |
| ................ KV Secure Code | 1,50 |
| ................ KV Security Models in Information Systems | 3,00 |
| ................ SE Seminar in Networks and Security | 3,00 |
| ................ KV System Administration | 3,00 |
| ................ KV Systems Security | 3,00 |
| ........ Pervasive Computing | 37,50 |
| ................ UE Computer Vision | 1,50 |
| ................ VL Computer Vision | 3,00 |
| ................ UE Machine Learning and Pattern Classification | 1,50 |
| ................ VL Machine Learning and Pattern Classification | 3,00 |
| ................ UE Pervasive Computing: Design and Development | 1,50 |
| ................ VL Pervasive Computing: Design and Development | 3,00 |
| ................ UE Pervasive Computing: Systems and Environments | 1,50 |
| ................ VL Pervasive Computing: Systems and Environments | 3,00 |
| ................ KV Principles of Cooperation | 4,50 |
| ................ KV Principles of Interaction | 4,50 |
| ................ PR Project in Pervasive Computing | 7,50 |
| ................ SE Seminar in Pervasive Computing | 3,00 |
| ........ Software Engineering | 37,50 |
| ................ KV Formal Methods in Software Development | 4,50 |
| ................ KV Model-driven Engineering | 3,00 |
| ................ KV Principles of Programming Languages | 3,00 |
| ................ PR Project in Software Engineering | 7,50 |
| ................ KV Requirements Engineering | 3,00 |
| ................ SE Seminar in Software Engineering | 3,00 |
| ................ KV Software Architectures | 4,50 |
| ................ KV Software Processes and Tools | 3,00 |
| ................ KV Software Testing | 3,00 |
| ................ KV System Software | 3,00 |
| Complementary Subject | 27,00 |
| ........ Computational Engineering (CS) | 0,00-27,00 |
| ................ UE Machine Learning: Supervised Techniques | 1,50 |
| ................ VL Machine Learning: Supervised Techniques | 3,00 |
| ................ VL Computer Algebra for Concrete Mathematics | 3,00 |
| ................ KV Hardware Design | 4,50 |
| ................ UE Model Checking | 1,50 |
| ................ VL Model Checking | 3,00 |
| ................ KV Parallel Computing | 4,50 |
| ................ VL Probabilistic Models | 3,00 |
| ................ SE Seminar in Computational Engineering | 3,00 |
| ................ KV System Software | 3,00 |
| ........ Data Science (CS) | 0,00-27,00 |
| ................ Data Warehousing | 6,00 |
| ........................ VL Data Warehousing | 3,00 |
| ........................ UE Data Warehousing | 3,00 |
| ................ VL Machine Learning: Supervised Techniques | 3,00 |
| ................ KV Big Data Management and Processing | 3,00 |
| ................ KV Computational Data Analytics | 3,00 |
| ................ VL Probabilistic Models | 3,00 |
| ................ SE Seminar in Data Science | 3,00 |
| ................ VL Visual Analytics | 3,00 |
| ................ KV Statistical Principles of Data Science | 6,00 |
| ........ Intelligent Information Systems (CS) | 0,00-27,00 |
| ................ KV Basic Methods of Data Analysis | 3,00 |
| ................ KV Information Retrieval and Extraction | 3,00 |
| ................ KV Integrated Information Systems | 3,00 |
| ................ KV Knowledge Based Systems | 3,00 |
| ................ UE Learning from User-generated Data | 1,50 |
| ................ VL Learning from User-generated Data | 3,00 |
| ................ KV Multimedia Search and Retrieval | 4,50 |
| ................ SE Seminar in Intelligent Information Systems | 3,00 |
| ................ KV Web Information Systems | 4,50 |
| ................ KV Accessible Software and Web Design | 1,50 |
| ........ Networks and Security (CS) | 0,00-27,00 |
| ................ VL Computer Forensics and IT Law | 3,00 |
| ................ KV Cryptography | 3,00 |
| ................ KV Information Security Management | 3,00 |
| ................ VL Introduction to IT Security | 3,00 |
| ................ KV Network Management | 3,00 |
| ................ KV Network Security | 1,50 |
| ................ KV Secure Code | 1,50 |
| ................ KV Security Models in Information Systems | 3,00 |
| ................ SE Seminar in Networks and Security | 3,00 |
| ................ KV System Administration | 3,00 |
| ................ KV Systems Security | 3,00 |
| ........ Pervasive Computing (CS) | 0,00-27,00 |
| ................ UE Computer Vision | 1,50 |
| ................ VL Computer Vision | 3,00 |
| ................ UE Machine Learning and Pattern Classification | 1,50 |
| ................ VL Machine Learning and Pattern Classification | 3,00 |
| ................ UE Pervasive Computing: Design and Development | 1,50 |
| ................ VL Pervasive Computing: Design and Development | 3,00 |
| ................ UE Pervasive Computing: Systems and Environments | 1,50 |
| ................ VL Pervasive Computing: Systems and Environments | 3,00 |
| ................ KV Principles of Cooperation | 4,50 |
| ................ KV Principles of Interaction | 4,50 |
| ................ SE Seminar in Pervasive Computing | 3,00 |
| ........ Software Engineering (CS) | 0,00-27,00 |
| ................ KV Formal Methods in Software Development | 4,50 |
| ................ KV Model-driven Engineering | 3,00 |
| ................ KV Principles of Programming Languages | 3,00 |
| ................ KV Requirements Engineering | 3,00 |
| ................ SE Seminar in Software Engineering | 3,00 |
| ................ KV Software Architectures | 4,50 |
| ................ KV Software Processes and Tools | 3,00 |
| ................ KV Software Testing | 3,00 |
| ................ KV System Software | 3,00 |
| ........ Electives | 0,00-27,00 |
| ................ General Electives | 0,00-27,00 |
| ........................ UE Machine Learning: Unsupervised Techniques | 1,50 |
| ........................ VL Machine Learning: Unsupervised Techniques | 3,00 |
| ........................ UE Natural Language Processing | 1,50 |
| ........................ VL Natural Language Processing | 1,50 |
| ........................ UE Reinforcement Learning | 1,50 |
| ........................ VL Reinforcement Learning | 3,00 |
| ........................ UE Visual Analytics | 1,50 |
| ........................ UE Deep Learning and Neural Nets I | 1,50 |
| ........................ VL Deep Learning and Neural Nets I | 3,00 |
| ........................ UE Explainable AI | 1,50 |
| ........................ VL Explainable AI | 1,50 |
| ........................ UE Planning and Reasoning in Artificial Intelligence | 1,50 |
| ........................ VL Planning and Reasoning in Artificial Intelligence | 3,00 |
| ........................ UE Theoretical Concepts of Machine Learning | 1,50 |
| ........................ VL Theoretical Concepts of Machine Learning | 3,00 |
| ........................ UE Sequence Analysis and Phylogenetics | 3,00 |
| ........................ VL Sequence Analysis and Phylogenetics | 3,00 |
| ........................ KV Advanced Compiler Construction | 3,00 |
| ........................ KV Advanced Model Engineering | 3,00 |
| ........................ KV Advanced Operating Systems | 3,00 |
| ........................ KV Application Oriented Knowledge Processing | 3,00 |
| ........................ KV Assistive Technologies and Accessibility | 3,00 |
| ........................ KV Big Data Engineering | 3,00 |
| ........................ VL Biometric Identification | 3,00 |
| ........................ KV Cloud Security | 3,00 |
| ........................ PR Computational Data Analytics | 1,50 |
| ........................ UE Computer Algebra for Concrete Mathematics | 1,50 |
| ........................ UE Computer Forensics and IT Law | 1,50 |
| ........................ KV Conceptual Data Modeling | 3,00 |
| ........................ KV Debugging | 3,00 |
| ........................ KV Digital Image Processing | 3,00 |
| ........................ KV Engineering of AI-intensive Systems | 3,00 |
| ........................ KV Human/Computer Interaction | 3,00 |
| ........................ VL Information Displays | 3,00 |
| ........................ KV Information Visualization | 4,50 |
| ........................ KV Introduction to Linux | 1,50 |
| ........................ KV Mobile Computing | 3,00 |
| ........................ KV Mobile Web Development | 3,00 |
| ........................ KV Modeling and Computer Simulation | 3,00 |
| ........................ KV Modeling Internet Applications | 3,00 |
| ........................ KV Practical Introduction to Modern System Design with C++ | 4,50 |
| ........................ UE Probabilistic Models | 1,50 |
| ........................ KV Product Line Engineering | 3,00 |
| ........................ VL Quantum Computing | 3,00 |
| ........................ KV SAT Solving | 3,00 |
| ........................ KV Semantic Data Modeling and Applications | 3,00 |
| ........................ KV Statistics 2 | 3,00 |
| ........................ KV Web Engineering | 3,00 |
| ........................ KV Web Performance | 3,00 |
| ........................ KV Web Search and Mining | 3,00 |
| ........................ KV Web Security | 3,00 |
| ........................ KV Web Usability | 1,50 |
| ........................ KV Advanced Cryptology | 3,00 |
| ........................ KV VLSI Design | 3,00 |
| ........................ UE Computational Geometry | 1,50 |
| ........................ VL Computational Geometry | 3,00 |
| ........................ UE Computer Algebra | 1,50 |
| ........................ VL Computer Algebra | 3,00 |
| ........................ VL Formal Semantics of Programming Languages | 3,00 |
| ........................ VL Rewriting in Computer Science and Logic | 3,00 |
| ........................ KV Advanced Regression Analysis | 4,00 |
| ........................ KS Social and gender IT aspects | 3,00 |
| ........................ VL Ethics and Gender Studies | 3,00 |
| ........................ KV Gender Studies Managing Equality TN | 3,00 |
| ........................ KV Multivariate Statistics | 4,00 |
| ........................ KV Generalized linear models | 4,00 |
| ................ Special Topics | 0,00-27,00 |
| ........................ KV Special Topics (1,5 ECTS) | 1,50 |
| ........................ UE Special Topics (1,5 ECTS) | 1,50 |
| ........................ VL Special Topics (1,5 ECTS) | 1,50 |
| ........................ KV Special Topics (3 ECTS) | 3,00 |
| ........................ UE Special Topics (3 ECTS) | 3,00 |
| ........................ VL Special Topics (3 ECTS) | 3,00 |
| ........................ KV Special Topics (4,5 ECTS) | 4,50 |
| ........................ SE Special Topics | 3,00 |
| Master's Thesis Seminars | 16,00 |
| ........ SE Master's Thesis Seminar SS | 8,00 |
| ........ SE Master's Thesis Seminar WS | 8,00 |
| Free Electives | 12,00 |
