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A group consists of courses that have the same role in a study plan. A group thus facilitates the requirement on credits to be acquired in a prescribed structure for a study plan. Hence, a student just cannot accumulate the required amount of credits required by the study plan; s/he must meet the requirements of each group of courses of a given study plan.
       Each student has to complete either at least a prescribed minimum (amount of) credits or to successfully complete a prescribed minimum (amount of) courses for a given group.
If a group has defined a minimum amount of credits = total amount of credits that can be obtained from the group, the student must successfully complete all the courses of the group. Such a group of courses has its role marked as 'compulsory'. If a group has defined a minimum amount of credits < total amount of credits obtainable from the group, such a situation is referred to as a group with an obligation to choose and complete at least the minimally set amount of credits. Similarly for courses.
If a group has defined a minimum amount of credits = 0 and a minimum number of courses = 0 at the same time, then the courses in the given group are elective.
Ifa a group has defined a minimum amount of credits < maximum amount of credits < total amount of credits obtainable from the group, then credits earned earned above the minimum amount of credits are seen as elective and credits above the maximum amount of credits from a given group do not count.
For ease of reference, each group has a role of the courses in the given study plan assigned next to its name.
The list is sorted alphabetically by the Department code and Course title.
Group: Purely Elective Master Courses of program ANI, in Czech
Min. credits: 0   Credits total: 0   Min. courses: 0 Role: V - elective courses
Course Course title Extend of
teaching
Comple-
tion
Seme-
ster
Recomm.
sem.
Cre-
dits
Instruc-
tor
Cat.
NI-EVY Efficient Text Pattern Matching 2P+1C Z,ZK Z 1 5 Holub J. 18101
QNI-LOM Linear Optimization and Methods 2P+1C Z,ZK Z 1 5 Knop D. 18101
NI-SYP Parsing and Compilers 2P+1C Z,ZK Z 1 5 Janoušek J. 18101
NI-SEM Semantics of Programming Languages 2P+1C Z,ZK Z 1 5 Jakl T. 18101
NI-AOS Advanced Operating Systems 2P+1C Z,ZK Z 1 5 Zemánek P. 18104
NI-MPS Modern Computer Networks 2P+2C Z,ZK Z 1 5 Bettaz M., Fesl J. 18104
NI-UMI.26 Artificial intelligence 2P+2C Z,ZK Z 1 6 Surynek P. 18105
NI-PDD Data Preprocessing 2P+1C Z,ZK Z 1 5 Jiřina M. 18105
NI-DDM Distributed Data Mining 3C KZ L 1 4 18105
QNI-UKT Introduction to Quantum Theory 2P+2C Z,ZK Z 1 6 Štefaňák M. 18105
QNI-MQI Mathematics for Quantum Informatics 2P+2C Z,ZK Z 1 6 Kalvoda T., Starosta Š. 18105
QNI-QC1 Quantum Computation 1 2P+2C Z,ZK Z 1 6 Jiřina M., Petr I. 18105
NI-REV Reverse Engineering 1P+2C Z,ZK Z 1 5 Kokeš J. 18106
NI-SBF System Security and Forensics 2P+1C Z,ZK Z 1 5 Svetlík M. 18106
ANI-AVH Artificial Intelligence in HCI (AI in HCI) 1P+2C Z,ZK Z 4 18000
FIT-BIP Blended Intensive Programme Z Z,L 3 18000
FITE-IL1 Invited Course for 1 credit Z Z,L 1 18000
NI-VPR Research Project Z Z,L 5 18000
NI-APT Advanced Program Testing 2P+1C Z,ZK Z 5 Donat-Bouillud P. 18101
NI-ATH AlgorithmicTheories of Games 2P+2C Z,ZK L 4 18101
NI-KTH Combinatorial Theories of Games 2P+1C Z,ZK L 4 18101
NI-PAM Efficient Preprocessing and Parameterized Algorithms 2P+1C Z,ZK L 4 18101
NI-VOL Elections 2P+1C Z,ZK L 5 18101
NI-FMT Finite model theory 2P+1C Z,ZK L 4 18101
NI-DVG Introduction to Discrete and Computational Geometry 2P+1C Z,ZK L 5 18101
NI-LOM Linear Optimization and Methods 2P+1C Z,ZK Z 5 Knop D. 18101
NI-ROZ Pattern Recognition 2P+1C Z,ZK Z 5 Haindl M. 18101
NI-PLS4 Programming Language Seminar 0P+1C Z L 2 18101
NI-PLS1 Programming Language Seminar 0P+1C Z Z 2 Donat-Bouillud P., Křikava F. 18101
NI-PLS2 Programming Language Seminar 0P+1C Z L 2 18101
NI-PLS3 Programming Language Seminar 0P+1C Z Z 2 Donat-Bouillud P., Křikava F. 18101
FIT-ACM1 Programming Practices 1 4C KZ L 5 18101
FIT-ACM2 Programming Practices 2 4C KZ Z 5 18101
FIT-ACM3 Programming Practices 3 4C KZ L 5 18101
FIT-ACM4 Programming Practices 4 4C KZ Z 5 18101
FIT-ACM5 Programming Practices 5 4C KZ L 5 18101
FIT-ACM6 Programming Practices 6 4C KZ L 5 18101
NI-TS3 Theoretical Seminar Master III 2C Z Z 4 18101
NI-TS2 Theoretical Seminar Master II 2C Z L 4 18101
NI-TS4 Theoretical Seminar Master IV 2C Z L 4 18101
NI-TS1 Theoretical Seminar Master I 2C Z Z 4 Knop D., Opler M., Suchý O., Valla T. 18101
NI-AFP Applied Functional Programming 2P+1C KZ L 5 18102
FIT-TOP Academic writing 10B Z Z 2 Kroha P., Nováček T. 18102
NI-DNP Advanced .NET 2P+1C Z,ZK L 4 18102
NI-PYT Advanced Python 3C KZ Z 4 18102
NI-IOS Advanced techniques in iOS applications 2P+2C KZ L 4 18102
NI-PVR Advanced Virtual Reality 2P+1C KZ Z 4 Pauš P. 18102
NI-BSO Biosignals and Biomedical Image Processing 2P+2C Z,ZK 5 18102
ANI-DVD Board game desiggn 2P+1C Z,ZK Z 4 18102
NI-PG1 Computer Grafics 1 2P+1C ZK L 4 18102
ANI-PG2 Computer graphics 2 2P+1C Z,ZK Z 4 Filip J. 18102
NI-PIV Computer Vision 2P+2C Z,ZK Z 5 Benešová V., Richtr R. 18102
ANI-CCC Creative Coding and Computational Art 1P+2C KZ Z,L 4 Richtr R. 18102
NI-CCC Creative Coding and Computational Art 1P+2C KZ Z,L 4 Richtr R. 18102
NI-CAP Cultural and Social Anthropology 2P ZK Z 2 Šenovský J., Houdek T., Libánská A. 18102
NI-DSW Design Sprint 30B Z Z 2 18102
NI-DID Digital drawing 4C Z Z,L 2 18102
ANI-DID Digital drawing 4C Z Z 2 Nováčková D., Novotná E. 18102
NI-ESC Experimental Project Course 0P+30R+52C KZ L 8 18102
NI-DPH Game Design 2P+1C Z,ZK L 5 18102
ANI-GIA Global issues and artificial intelligence 2P+1C ZK Z,L 4 Evan T. 18102
FITE-EHD Introduction to European Economic History 2P+1C Z,ZK L 3 Evan T. 18102
NI-LNG Introduction to Linguistics for IT Students 2P ZK L 2 18102
FIT-LOS Logistics systems 2P+2C Z,ZK Z,L 4 Šubrt T. 18102
NI-MPL Managerial Psychology 2P ZK Z,L 2 Fiala J. 18102
NI-MOP Modern Object-Oriented Programming in Pharo 3C KZ Z 4 Blizničenko J. 18102
NI-MMA Multiplatform development of mobile applications 2P+2C KZ L 4 18102
NI-NMU New media in art and design 2P+0C ZK Z 3 Svejkovský Z. 18102
ANI-NMU New media in art and design 2P+0C ZK Z 3 18102
FIT-ORA Oracle Certificate Z 1 18102
NI-RUB Programming in Ruby 3C KZ Z 4 Černý C. 18102
NI-PSL Programming in Scala 2P+1C Z,ZK Z 4 18102
NI-PSD Public Services Design 1P+2C KZ Z,L 4 18102
FIT-PSD Public Services Design 1P+2C KZ L 4 18102
NI-VEM Scientific thinking 1P+1C KZ L 2 18102
NI-VGA Video Games Architecture 2P+1C Z,ZK Z 5 Matoušek J., Richtr R. 18102
NI-TVR Virtual Reality Technology 1P+1C Z,ZK L,Z 3 Nováček T. 18102
ANI-TVR Virtual Reality Technology 1P+1C Z,ZK L 3 Nováček T. 18102
NI-SEP World Economy and Business 2P+1C Z,ZK Z,L 4 18102
FIT-SEP World Economy and Business 2P+2C Z,ZK Z 4 Evan T. 18102
NI-PVS Advanced embedded systems 2P+2C Z,ZK Z 4 18103
NI-ARI Computer arithmetic 2P+1C Z,ZK Z,L 4 Kubalík P. 18103
NI-SCE2 Computer Engineering Seminar Master II 2C Z L,Z 4 18103
NI-SCE1 Computer Engineering Seminar Master I 2C Z L,Z 4 18103
NI-IVS Intelligent embedded systems 1P+3C KZ L 4 18103
NI-OLI Linux Drivers 2P+2C Z,ZK L 4 18103
PI-SCN Seminars on Digital Design 2P+1C ZK Z,L 4 18103
NI-HSC Side-Channel Analysis in Hardware 2P+2C Z,ZK Z 4 Miškovský V., Socha P. 18103
NI-EPC Effective C++ programming 2P+1C Z,ZK Z 5 Langr D. 18104
FITE-GRI Grid Computing 2P+1C Z,ZK Z 5 Fiedler P., Sopczak A. 18104
NI-IAM Internet and Multimedia 2P+1C Z,ZK L 4 18104
NI-IOT Internet of Things 2P+1C Z,ZK L 4 18104
FIT-ITI Modern IT infrastructure 2P+1C Z,ZK Z 5 Fesl J., Šimeček I., Vondra T. 18104
NI-GOL Programming of distributed systems in GO 0P+3C KZ L 5 18104
NI-BPS Wireless Computer Networks 2P+1C Z,ZK L 4 18104
NI-AML Advanced machine learning 2P + 1C Z,ZK L 5 18105
NI-TKA Category Theory 2P+1C Z,ZK L 4 18105
NI-VYC Computability 2P+2C Z,ZK L 4 18105
NI-EDW Enterprise Data Warehouse Systems 1P+1C Z,ZK L 5 18105
NI-GNN Graph Neural Networks 1P+1C Z,ZK L 4 18105
NI-HMI2 History of Mathematics and Informatics 2P+1C ZK Z 3 Šolcová A. 18105
NI-IKM Internet and Classification Methods 1P+1C Z,ZK L 4 18105
NI-SZ2 Knowledge Engineering Seminar Master II 2C Z L,Z 4 18105
NI-SZ1 Knowledge Engineering Seminar Master I 2C Z L,Z 4 18105
NI-MLP Machine Learning in Practice 2P+1C Z,ZK Z 5 Hučín J. 18105
FIT-SM1 Machine Learning Seminar 1 2C Z Z 4 Friedjungová M., Kordík P. 18105
FIT-SM2 Machine Learning Seminar 2 2C Z L 4 18105
FIT-SM3 Machine Learning Seminar 3 2C Z Z 4 18105
FIT-SM4 Machine Learning Seminar 4 2C Z L 4 18105
FIT-SM5 Machine Learning Seminar 5 2C Z Z 4 18105
FIT-SM6 Machine Learning Seminar 6 2C Z L 4 18105
FIT-SM7 Machine Learning Seminar 7 2C Z Z 4 18105
FIT-SM8 Machine Learning Seminar 8 2C Z L 4 18105
NI-MSI Mathematical Structures in Computer Science 2P+1C Z,ZK L 4 18105
NI-MZI Mathematics for data science 2P+1C Z,ZK L 4 18105
NI-NLM Neural Language Models 2P+1C Z L 5 18105
NI-NMS Neural Networks, Machine Learning and Randomness 1P+1C Z,ZK Z 4 Holeňa M. 18105
NIE-PML Personalized Machine Learning 2P+1C Z,ZK Z 5 Da Silva Alves R. 18105
NIE-PDL Practical Deep Learning 2P+1C KZ Z 5 Babakhin Y., Barus M. 18105
NI-LSM2 Statistical Modelling Lab 3C KZ Z,L 5 Dedecius K. 18105
NI-TNN Theory of Neural Networks 2P+1C Z,ZK L 5 18105
NI-TNN.25 Theory of Neural Networks 1P+1C Z,ZK L 4 18105
NIE-BLO Blockchain 1P+2C Z,ZK Z 5 Bielik M., Gattermayer J., Kalivoda J., Růžička J. 18106
NI-CF1 Capture the Flag 1 3C KZ Z 4 Marko L., Novák V. 18106
NI-CF2 Capture the Flag 2 3C KZ L 4 Bartoň J., Dostál J., Marko L., Novák V. 18106
NI-CTF Capture The Flag 3C KZ Z,L 4 18106
NI-KYB Cybernality 2P ZK Z 5 18106
NI-IBE Information Security 2P ZK Z 2 18106
NI-HCM Mind Hacking 2P+1C ZK Z 5 Holý J., Jiřina M. 18106
BQM32KOS Quantum optical communications and networks 2P+2L Z,ZK L 2 6 13132
NI-KOD Data Compression 2P+1C Z,ZK L 2 5 18101
NI-GAK.26 Graph theory and combinatorics 2P+2C Z,ZK L 2 6 Valla T. 18101
NI-RUN Runtime Systems 2P+1C Z,ZK L 2 5 18101
NI-DZO Digital Image Processing 2P+1C Z,ZK L 2 4 18102
NI-GPU GPU Architectures and Programming 2P+1C Z,ZK L 2 5 18104
QNI-PPS Programming of parallel systems 2P+2C Z,ZK L 2 6 18104
NI-VCC Virtualization and Cloud Computing 2P+1C Z,ZK L 2 5 18104
NI-ADM Data Mining Algorithms 2P+1C Z,ZK L 2 5 18105
QNI-TIN Information Theory 2P+2C Z,ZK L 2 6 18105
ANI-MLM Machine Learning Methods 2P+1C Z,ZK 2 5 Friedjungová M., Vašata D. 18105
QNI-QC2 Quantum Computing 2 2P+2C Z,ZK L 2 6 18105
NI-PON Selected Topics in Optimization and Numerical mathematics 2P+1C Z,ZK L 2 5 18105
NI-HWB Hardware Security 2P+2C Z,ZK L 2 5 Buček J. 18106
NI-MKY.26 Mathematics for Cryptology 3P+2C Z,ZK L 2 7 Jureček M., Lórencz R. 18106
NI-SIB Network Security 2P+1C Z,ZK L 2 5 Dostál J., Šutovský M. 18106
NI-GEN Code Generators 2P+1C Z,ZK Z 3 5 Máj P. 18101
NI-CPX Complexity Theory 3P+1C Z,ZK Z 3 5 Suchý O. 18101
QNI-CPX Complexity Theory 3P+1C Z,ZK Z 3 6 Knop D., Suchý O. 18101
NI-CPX.26 Complexity Theory 3P+1C Z,ZK Z 3 6 Knop D., Suchý O. 18101
NI-APR Selected Methods for Program Analysis 2P+1C Z,ZK Z 3 5 Křikava F. 18101
NI-APH Architecture of computer games 2P+1C Z,ZK Z 3 4 18102
NI-DSV Distributed Systems and Computing 2P+1C Z,ZK Z 3 5 Tvrdík P. 18104
NI-MCC Multicore CPU Computing 2P+1C Z,ZK Z 3 5 Šimeček I., Langr D. 18104
NI-KRY Advanced Cryptology 2P+2C Z,ZK Z 3 5 Buček J., Horálek J., Lórencz R. 18106
NI-AIB Algorithms of Information Security 2P+1C Z,ZK Z 3 5 Jureček M. 18106
QNI-KKP Cryptology and Quantum Computing 2P+2C Z,ZK Z 3 6 Buček J., Horálek J., Lórencz R., Pokorný D. 18106
NI-GLR Games and reinforcement learning 2P+2C Z,ZK L 4 4 18105

Vedle zde uvedených předmětů si jako volitelný můžete zapsat kterýkoliv předmět, který se nabízí v rámci vašeho studijního programu a formy studia, který jste si nezapsal(a) jako povinný předmět programu/oboru/zaměření nebo povinně volitelný předmět.
Předměty této skupiny, které student absolvoval v bakalářském studiu na ČVUT, nelze znovu absolvovat v magisterském studiu.

Page updated 17. 10. 2026, semester: L/2021-2, L/2025-6, Z/2026-7, L/2023-4, L/2022-3, Z/2025-6, Z/2022-3, L/2024-5, L/2026-7, Z/2023-4, Z/2024-5, Z/2021-2, Send comments to the content presented here toAdministrator of study plans Design and implementation: J. Novák, I. Halaška