Purely Elective Master Courses

In addition to the courses listed here, you can enroll as an elective any course that is offered within your study program and form of study that you did not enroll as a compulsory subject in the program/branch/specialization or a compulsory elective course.Courses of this group that a student has completed in the bachelor study at CTU cannot be re-completed.

Code	Course name	Language	WINTER SEMESTER			SUMMER SEMESTER			Enrolled in semester
	Tutor	Language	completion	credits	range	completion	credits	range	Enrolled in semester
NI-AFP	Applied Functional Programming Daniel Němec, Robert Pergl^Ⓖ, Marek Suchánek	Czech				KZ	5	2P+1C	B252
FIT-TOP	Academic writing Petr Kroha^Ⓖ, Tomáš Nováček^Ⓖ	Czech	Z	2	10B				B251
NI-DNP	Advanced .NET Nikolas Jíša, David Šenkýř^Ⓖ	Czech				Z,ZK	4	2P+1C	B252
ANI-PAS	Advanced Aspects of Business	Czech	Z,ZK	5	2P+2C				The course is not on the list
ANI-PDB	Advanced Database Systems	Czech	Z,ZK	5	2P+1C				The course is not on the list
NI-APT	Advanced Program Testing Pierre Donat-Bouillud^Ⓖ	English	Z,ZK	5	2P+1C				B251
NI-PYT	Advanced Python	Czech	KZ	4	3C				The course is not on the list
NI-PVR	Advanced Virtual Reality Petr Pauš^Ⓖ	Czech	KZ	4	2P+1C				B251
NI-PVS	Advanced embedded systems	Czech	Z,ZK	4	2P+2C				The course is not on the list
NI-AML	Advanced machine learning Zdeněk Buk, Rodrigo Augusto Da Silva Alves, Vojtěch Rybář, Miroslav Čepek^Ⓖ, Petr Šimánek	English				Z,ZK	5	2P + 1C	B252
NI-IOS	Advanced techniques in iOS applications	Czech				KZ	4	2P+2C	The course is not on the list
NI-ATH	AlgorithmicTheories of Games Patrik Drbal, Dušan Knop, Tomáš Valla^Ⓖ	Czech				Z,ZK	4	2P+2C	B252
ANI-ADP	Architectural and Design Patterns	Czech	Z,ZK	5	2P+1C				The course is not on the list
NI-APH	Architecture of computer games	Czech	Z,ZK	4	2P+1C				The course is not on the list
NI-BSO	Biosignals and Biomedical Image Processing Vanda Benešová^Ⓖ, Šimon Šmída	Czech							B252
FIT-BIP	Blended Intensive Programme Zdeněk Muzikář^Ⓖ		Z	3		Z	3		B252, B251
NIE-BLO	Blockchain Marek Bielik, Josef Gattermayer^Ⓖ, Jan Kalivoda, Jakub Růžička	English	Z,ZK	5	1P+2C				B251
ANI-BUI	Business Informatics	Czech				Z,ZK	5	2P+2C	The course is not on the list
NI-CTF	Capture The Flag Jakub Bartoň, Jiří Dostál^Ⓖ, Ladislav Marko, Vojtěch Novák	Czech	KZ	4	3C	KZ	4	3C	B251
NI-CF1	Capture the Flag 1	Czech	KZ	4	3C				The course is not on the list
NI-CF2	Capture the Flag 2 Jakub Bartoň, Jiří Dostál^Ⓖ, Ladislav Marko, Vojtěch Novák	Czech				KZ	4	3C	B252
NI-TKA	Category Theory Jan Starý^Ⓖ	Czech				Z,ZK	4	2P+1C	B252
NI-KTH	Combinatorial Theories of Games Jan Pokorný, Tomáš Valla^Ⓖ	Czech				Z,ZK	4	2P+1C	The course is not on the list
NI-CPX	Complexity Theory Michal Opler, Ondřej Suchý^Ⓖ	Czech	Z,ZK	5	3P+1C				B251
NI-VYC	Computability Jan Starý^Ⓖ	Czech				Z,ZK	4	2P+2C	The course is not on the list
NI-SCE1	Computer Engineering Seminar Master I Hana Kubátová^Ⓖ, Vojtěch Miškovský, Martin Novotný, Tomáš Přeučil, Miroslav Skrbek	Czech	Z	4	2C	Z	4	2C	B251
NI-SCE2	Computer Engineering Seminar Master II Hana Kubátová^Ⓖ	Czech	Z	4	2C	Z	4	2C	B252
NI-PG1	Computer Grafics 1 Radek Richtr^Ⓖ, Jakub Votrubec	Czech				ZK	4	2P+1C	B252
ANI-PG1	Computer Grafics 1	Czech				ZK	5	2P+2C	The course is not on the list
ANI-PIV	Computer Vision	Czech	Z,ZK	5	2P+2C				The course is not on the list
NI-PIV	Computer Vision Vanda Benešová^Ⓖ, Radek Richtr, Šimon Šmída	Czech	Z,ZK	5	2P+2C				B251
NI-ARI	Computer arithmetic Pavel Kubalík^Ⓖ	Czech	Z,ZK	4	2P+1C	Z,ZK	4	2P+1C	B251
NI-CCC	Creative Coding and Computational Art Ondřej Brém, Josef Kortan, Radek Richtr^Ⓖ, Jiří Šebele	Czech	KZ	4	1P+2C	KZ	4	1P+2C	B251
NI-CAP	Cultural and Social Anthropology Tomáš Houdek, Alena Libánská^Ⓖ, Jakub Šenovský	Czech	ZK	2	2P				B251
NI-KYB	Cybernality	Czech	ZK	5	2P				The course is not on the list
ANI-DSS	Decision Support Systems	Czech	Z,ZK	5	2P+1C				The course is not on the list
NI-DSW	Design Sprint Ondřej Brém^Ⓖ, Michal Manda	English	Z	2	30B				B251
ANI-SIM	Digital Circuit Simulation and Verification	Czech	Z,ZK	5	2P+1C				The course is not on the list
NI-DZO	Digital Image Processing	Czech				Z,ZK	4	2P+1C	The course is not on the list
ANI-DZO	Digital Image Processing	Czech	Z,ZK	6	2P+2C				The course is not on the list
NI-DID	Digital drawing Denisa Nováčková^Ⓖ	Czech	Z	2	4C	Z	2	4C	B252
NI-DDM	Distributed Data Mining	English				KZ	4	3C	The course is not on the list
NI-PAM	Efficient Preprocessing and Parameterized Algorithms Ondřej Suchý^Ⓖ	Czech				Z,ZK	4	2P+1C	B252
NI-VOL	Elections Dušan Knop^Ⓖ	Czech				Z,ZK	5	2P+1C	B252
ANI-EHW	Embedded Hardware	Czech				Z,ZK	5	2P+2C	The course is not on the list
ANI-BVS	Embedded Security	Czech				Z,ZK	5	2P+2C	The course is not on the list
ANI-ESW	Embedded Software	Czech	Z,ZK	5	2P+2C				The course is not on the list
ANI-EGG	Engines for Games and Graphics	Czech	Z,ZK	4	1P+2C				The course is not on the list
ANI-EDM	Enterprise Data Management	Czech				Z,ZK	5	2P+1C	The course is not on the list
NI-EDW	Enterprise Data Warehouse Systems Magda Friedjungová^Ⓖ, Robert Kotlář, Jakub Krejčí	Czech				Z,ZK	5	1P+1C	B252
ANI-BKO	Error Control Coding	Czech				Z,ZK	5	2P+1C	The course is not on the list
NI-ESC	Experimental Project Course Ondřej Brém^Ⓖ, Jan Matoušek	Czech				KZ	8	0P+30R+52C	The course is not on the list
NI-FMT	Finite model theory	Czech				Z,ZK	4	2P+1C	The course is not on the list
NI-DPH	Game Design	Czech				Z,ZK	5	2P+1C	The course is not on the list
NI-GLR	Games and reinforcement learning	English				Z,ZK	4	2P+2C	The course is not on the list
NI-GNN	Graph Neural Networks Miroslav Čepek^Ⓖ	Czech				Z,ZK	4	1P+1C	B252
FITE-GRI	Grid Computing Petr Fiedler, André Sopczak^Ⓖ	English	Z,ZK	5	2P+1C				B251
NI-HMI2	History of Mathematics and Informatics Alena Šolcová^Ⓖ	Czech	ZK	3	2P+1C				B251
NI-IBE	Information Security	Czech	ZK	2	2P				The course is not on the list
NI-IVS	Intelligent embedded systems Miroslav Skrbek^Ⓖ	Czech				KZ	4	1P+3C	B252
NI-IKM	Internet and Classification Methods Vojtěch Bláha, Martin Holeňa^Ⓖ	Czech				Z,ZK	4	1P+1C	B252
NI-IAM	Internet and Multimedia	Czech				Z,ZK	4	2P+1C	The course is not on the list
NI-IOT	Internet of Things	Czech				Z,ZK	4	2P+1C	The course is not on the list
NI-DVG	Introduction to Discrete and Computational Geometry Maria Saumell Mendiola^Ⓖ	English				Z,ZK	5	2P+1C	B252
ANI-DVG	Introduction to Discrete and Computational Geometry	English	Z,ZK	5	2P+1C				The course is not on the list
FITE-EHD	Introduction to European Economic History Tomáš Evan^Ⓖ	English				Z,ZK	3	2P+1C	B251
NI-LNG	Introduction to Linguistics for IT Students Václav Cvrček^Ⓖ	Czech				ZK	2	2P	B252
FITE-IL1	Invited Lecture	Czech	Z	1		Z	1		B252, B251
NI-SZ1	Knowledge Engineering Seminar Master I Rodrigo Augusto Da Silva Alves, Magda Friedjungová^Ⓖ, Pavel Kordík, Jakub Žitný	Czech	Z	4	2C	Z	4	2C	B252, B251
NI-SZ2	Knowledge Engineering Seminar Master II Rodrigo Augusto Da Silva Alves, Magda Friedjungová^Ⓖ, Pavel Kordík, Jakub Žitný	Czech	Z	4	2C	Z	4	2C	B252, B251
NI-LOM	Linear Optimization and Methods Dušan Knop^Ⓖ, Jan Pokorný	Czech	Z,ZK	5	2P+1C				B251
NI-OLI	Linux Drivers Jaroslav Borecký, Miroslav Skrbek^Ⓖ	Czech				Z,ZK	4	2P+2C	B252
FIT-SM1	Machine Learning Seminar 1 Magda Friedjungová, Pavel Kordík^Ⓖ	Czech	Z	4	2C				The course is not on the list
FIT-SM2	Machine Learning Seminar 2 Magda Friedjungová, Pavel Kordík^Ⓖ	Czech				Z	4	2C	The course is not on the list
FIT-SM3	Machine Learning Seminar 3 Magda Friedjungová, Pavel Kordík^Ⓖ	Czech	Z	4	2C				The course is not on the list
FIT-SM4	Machine Learning Seminar 4 Magda Friedjungová, Pavel Kordík^Ⓖ	Czech				Z	4	2C	The course is not on the list
FIT-SM5	Machine Learning Seminar 5 Magda Friedjungová, Pavel Kordík^Ⓖ	Czech	Z	4	2C				The course is not on the list
FIT-SM6	Machine Learning Seminar 6 Pavel Kordík^Ⓖ	Czech				Z	4	2C	The course is not on the list
FIT-SM7	Machine Learning Seminar 7 Pavel Kordík^Ⓖ	Czech	Z	4	2C				The course is not on the list
FIT-SM8	Machine Learning Seminar 8 Pavel Kordík^Ⓖ	Czech				Z	4	2C	The course is not on the list
NI-MLP	Machine Learning in Practice Jan Hučín, Daniel Vašata^Ⓖ	Czech	Z,ZK	5	2P+1C				B251
NI-MPL	Managerial Psychology Jan Fiala^Ⓖ	Czech	ZK	2	2P	ZK	2	2P	B252, B251
NI-MSI	Mathematical Structures in Computer Science	Czech				Z,ZK	4	2P+1C	The course is not on the list
NI-MZI	Mathematics for data science	Czech				Z,ZK	4	2P+1C	The course is not on the list
ANI-AM1	Middleware Architectures 1	Czech				Z,ZK	5	2P+1C	The course is not on the list
ANI-AM2	Middleware Architectures 2	Czech							The course is not on the list
NI-HCM	Mind Hacking Josef Holý, Marcel Jiřina^Ⓖ	Czech	ZK	5	2P+1C				B251
ANI-MEP	Modelling of Enterprise Processes	Czech	Z,ZK	5	2P+1C				The course is not on the list
FIT-ITI	Modern IT infrastructure Jan Fesl, Tomáš Vondra, Ivan Šimeček^Ⓖ	Czech	Z,ZK	5	2P+1C				B251
NI-MOP	Modern Object-Oriented Programming in Pharo Jan Blizničenko, Robert Pergl^Ⓖ	Czech	KZ	4	3C				B251
NI-MMA	Multiplatform development of mobile applications Rostislav Babáček, Jan Mottl, Martin Půlpitel^Ⓖ, Igor Rosocha, Petr Šíma	Czech				KZ	4	2P+2C	B252
ANI-COM	Network Communication	Czech							The course is not on the list
NI-NLM	Neural Language Models Zdeněk Kasner^Ⓖ	Czech				Z	5	2P+1C	B252
NI-NMS	Neural Networks, Machine Learning and Randomness Marek Dědič, Martin Holeňa^Ⓖ	Czech	Z,ZK	4	1P+1C				B251
NI-NMU	New media in art and design Zdeněk Svejkovský^Ⓖ	Czech	ZK	3	2P+0C				B251
ANI-NSS	Normalized Software Systems	English				ZK	5	2P+1C	The course is not on the list
ANI-ROZ	Pattern Recognition	Czech	Z,ZK	5	2P+1C				The course is not on the list
NI-ROZ	Pattern Recognition Michal Haindl^Ⓖ, Radek Richtr	Czech	Z,ZK	5	2P+1C				B251
NIE-PML	Personalized Machine Learning Rodrigo Augusto Da Silva Alves^Ⓖ	English	Z,ZK	5	2P+1C				B251
NIE-PDL	Practical Deep Learning Yauhen Babakhin, Martin Barus, Karel Klouda^Ⓖ	English	KZ	5	2P+1C				B251
NI-PLS1	Programming Language Seminar Pierre Donat-Bouillud^Ⓖ, Filip Křikava	English	Z	2	0P+1C				B251
NI-PLS2	Programming Language Seminar Pierre Donat-Bouillud^Ⓖ, Filip Křikava	English				Z	2	0P+1C	B252
NI-PLS3	Programming Language Seminar	English	Z	2	0P+1C				The course is not on the list
NI-PLS4	Programming Language Seminar Pierre Donat-Bouillud^Ⓖ, Filip Křikava	English				Z	2	0P+1C	The course is not on the list
FIT-ACM1	Programming Practices 1 Michal Dvořák, Jan Matyáš Křišťan, Jan Pokorný, Ondřej Suchý^Ⓖ, Tomáš Valla^Ⓖ					KZ	5	4C	B251
FIT-ACM2	Programming Practices 2 Jakub Charvát, Michal Dvořák, Jan Pokorný, Ondřej Suchý^Ⓖ, Tomáš Valla^Ⓖ		KZ	5	4C				B252
FIT-ACM3	Programming Practices 3 Ondřej Suchý^Ⓖ					KZ	5	4C	The course is not on the list
FIT-ACM4	Programming Practices 4 Ondřej Suchý^Ⓖ		KZ	5	4C				The course is not on the list
FIT-ACM5	Programming Practices 5 Ondřej Suchý^Ⓖ					KZ	5	4C	The course is not on the list
FIT-ACM6	Programming Practices 6 Ondřej Suchý^Ⓖ					KZ	5	4C	The course is not on the list
NI-RUB	Programming in Ruby Cyril Černý^Ⓖ	Czech	KZ	4	3C				B251
NI-PSL	Programming in Scala	Czech	Z,ZK	4	2P+1C				The course is not on the list
NI-GOL	Programming of distributed systems in GO Jaroslav Kříž^Ⓖ, Róbert Selvek	Czech				KZ	5	0P+3C	B251, B252
FIT-PSD	Public Services Design Ondřej Brém^Ⓖ, Jan Ladin	Czech				KZ	4	1P+2C	The course is not on the list
NI-PSD	Public Services Design Ondřej Brém^Ⓖ, Jan Ladin	Czech	KZ	4	1P+2C	KZ	4	1P+2C	B252
NI-VPR	Research Project Štěpán Starosta^Ⓖ	Czech	Z	5		Z	5		B252, B251
ANI-VMM	Retrieval from Multimedia	Czech	Z,ZK	5	2P+1C				The course is not on the list
NI-VEM	Scientific thinking Tomáš Houdek, Petr Klán^Ⓖ, Helena Štorchová	Czech				KZ	2	1P+1C	B252
ANI-SWE	Semantic Web and Knowledge Graphs	Czech	Z,ZK	5	2P+1C				The course is not on the list
PI-SCN	Seminars on Digital Design Petr Fišer^Ⓖ		ZK	4	2P+1C	ZK	4	2P+1C	B252
NI-HSC	Side-Channel Analysis in Hardware Vojtěch Miškovský^Ⓖ, Martin Novotný, Matúš Olekšák, Petr Socha	Czech	Z,ZK	4	2P+2C				B251
ANI-TSW	Software Product Development	Czech	Z,ZK	5	2P+2C				The course is not on the list
NI-LSM2	Statistical Modelling Lab Kamil Dedecius^Ⓖ	Czech	KZ	5	3C	KZ	5	3C	B251
ANI-TSP	Testing and Reliability	Czech	Z,ZK	5	2P+2C				The course is not on the list
NI-TS1	Theoretical Seminar Master I Dušan Knop, Michal Opler, Ondřej Suchý^Ⓖ, Tomáš Valla^Ⓖ	Czech	Z	4	2C				B251
NI-TS2	Theoretical Seminar Master II Dušan Knop, Michal Opler, Ondřej Suchý^Ⓖ, Tomáš Valla^Ⓖ	Czech				Z	4	2C	The course is not on the list
NI-TS3	Theoretical Seminar Master III	Czech	Z	4	2C				The course is not on the list
NI-TS4	Theoretical Seminar Master IV Dušan Knop, Michal Opler, Ondřej Suchý^Ⓖ, Tomáš Valla^Ⓖ	Czech				Z	4	2C	The course is not on the list
NI-TNN.25	Theory of Neural Networks Marek Dědič, Martin Holeňa^Ⓖ	Czech				Z,ZK	4	1P+1C	B252
NI-TNN	Theory of Neural Networks	Czech				Z,ZK	5	2P+1C	The course is not on the list
ANI-NUR	User Interface Design	Czech	Z,ZK	5	2P+1C				The course is not on the list
NI-VGA	Video Games Architecture Jan Matoušek^Ⓖ, Radek Richtr^Ⓖ	Czech	Z,ZK	5	2P+1C				B251
NI-TVR	Virtual Reality Technology Tomáš Nováček^Ⓖ	Czech	Z,ZK	3	1P+1C	Z,ZK	3	1P+1C	B251
ANI-VIZ	Visualization	Czech				Z,ZK	6	2P+2C	The course is not on the list
ANI-DDW	Web Data Mining	Czech	Z,ZK	5	2P+1C				The course is not on the list
NI-BPS	Wireless Computer Networks Jiří Kašpar, Alexandru Moucha^Ⓖ	Czech				Z,ZK	4	2P+1C	B252
FIT-SEP	World Economy and Business Tomáš Evan^Ⓖ	Czech	Z,ZK	4	2P+2C				The course is not on the list
ANI-SEP	World Economy and Business	Czech	Z,ZK	5	2P+1C				The course is not on the list
NI-SEP	World Economy and Business Tomáš Evan^Ⓖ	Czech	Z,ZK	4	2P+1C	Z,ZK	4	2P+1C	B252