Purely Elective Master's Courses in the academic programme Quantum Informatics

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
NI-KRY	Advanced Cryptology Jiří Buček, Róbert Lórencz^Ⓖ	Czech	Z,ZK	5	2P+2C				B251
ANI-PDB	Advanced Database Systems	Czech	Z,ZK	5	2P+1C				The course is not on the list
NI-AOS	Advanced Operating Systems	Czech	Z,ZK	5	2P+1C				The course is not on the list
BQM36PMO	Advanced Optimization Methods / Conic Optimization Allen Robert Gehret, Shenyuan Ma, Jakub Mareček^Ⓖ	Czech							B251
QNI-PMO	Advanced Optimization Methods / Conic Optimization Jakub Mareček^Ⓖ	Czech	Z,ZK	6	2P+2C				B251
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
NI-AIB	Algorithms of Information Security Martin Jureček^Ⓖ, Olha Jurečková	Czech	Z,ZK	5	2P+1C				B251
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-UMI.26	Artificial intelligence	Czech	Z,ZK	6	2P+2C				The course is not on the list
FIT-BIP	Blended Intensive Programme Zdeněk Muzikář^Ⓖ		Z	3		Z	3		B252, 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-GEN	Code Generators Jan Janoušek^Ⓖ, Petr Máj	Czech	Z,ZK	5	2P+1C				B251
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.26	Complexity Theory	Czech	Z,ZK	6	3P+1C				The course is not on the list
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-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
NI-KOD	Data Compression Jan Holub^Ⓖ	English				Z,ZK	5	2P+1C	B252
NI-ADM	Data Mining Algorithms Rodrigo Augusto Da Silva Alves, Pavel Kordík^Ⓖ, Daniel Vašata	Czech				Z,ZK	5	2P+1C	B252
NI-PDD	Data Preprocessing Magda Friedjungová, Marcel Jiřina^Ⓖ, Daniel Vašata	Czech	Z,ZK	5	2P+1C				B251
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, David Pešek^Ⓖ	English	Z	2	30B				B251
FITE-DIF	Differential equations Ondřej Bouchala^Ⓖ, Antonella Marchesiello, Jan Valdman	English				Z,ZK	5	2P+2C	B252
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-DSV	Distributed Systems and Computing Jan Fesl, Pavel Tvrdík^Ⓖ	Czech	Z,ZK	5	2P+1C				B251
NI-PAM	Efficient Preprocessing and Parameterized Algorithms Ondřej Suchý^Ⓖ	Czech				Z,ZK	4	2P+1C	B252
NI-EVY	Efficient Text Pattern Matching Jan Holub^Ⓖ	English	Z,ZK	5	2P+1C				B251
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-GPU	GPU Architectures and Programming Ivan Šimeček^Ⓖ	Czech				Z,ZK	5	2P+1C	B252
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
NI-GAK.26	Graph theory and combinatorics	Czech				Z,ZK	6	2P+2C	The course is not on the list
NI-GAK	Graph theory and combinatorics Michal Dvořák, Michal Opler, Tomáš Valla^Ⓖ	Czech				Z,ZK	5	2P+2C	B252
NI-GRI	Grid Computing Petr Fiedler, André Sopczak^Ⓖ	English	Z,ZK	5	2P+1C				The course is not on the list
NI-HWB	Hardware Security Jiří Buček^Ⓖ	Czech				Z,ZK	5	2P+2C	B252
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-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
ANI-MLM	Machine Learning Methods	Czech							The course is not on the list
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-ZS10	Master internship abroad for 10 credits Zdeněk Muzikář^Ⓖ	Czech	Z	10		Z	10		B252, B251
NI-ZS20	Master internship abroad for 20 credits Zdeněk Muzikář^Ⓖ	Czech	Z	20		Z	20		B252, B251
NI-ZS30	Master internship abroad for 30 credits Zdeněk Muzikář^Ⓖ	Czech	Z	30		Z	30		B252, B251
NI-MSI	Mathematical Structures in Computer Science	Czech				Z,ZK	4	2P+1C	The course is not on the list
NI-MKY.26	Mathematics for Cryptology	Czech				Z,ZK	7	3P+2C	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
NI-MPS	Modern Computer Networks	Czech	Z,ZK	5	2P+2C				The course is not on the list
FIT-ITI	Modern IT infrastructure Jan Fesl, Tomáš Vondra, Ivan Šimeček^Ⓖ	Czech	Z,ZK	5	2P+1C	Z,ZK	5	2P+1C	B251
NI-MOP	Modern Object-Oriented Programming in Pharo Jan Blizničenko, Robert Pergl^Ⓖ	Czech	KZ	4	3C				B251
NI-MCC	Multicore CPU Computing Daniel Langr, Ivan Šimeček^Ⓖ	Czech	Z,ZK	5	2P+1C				B251
ANI-COM	Network Communication	Czech							The course is not on the list
NI-SIB	Network Security Jiří Dostál^Ⓖ, Simona Fornůsek, Martin Holec, Martin Šutovský	Czech				Z,ZK	5	2P+1C	B252
NI-NLM	Neural Language Models Zdeněk Kasner^Ⓖ	Czech				Z	5	2P+1C	B252
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
B2M17OPM	Optical Measurements Matěj Komanec, Stanislav Vítek, Stanislav Zvánovec^Ⓖ, Jan Šístek	Czech				Z,ZK	6	2P+2L	B252
NI-SYP	Parsing and Compilers Jan Janoušek^Ⓖ	English	Z,ZK	5	2P+1C				B251
NI-ROZ	Pattern Recognition Michal Haindl^Ⓖ, Radek Richtr	Czech	Z,ZK	5	2P+1C				B251
ANI-ROZ	Pattern Recognition	Czech				Z,ZK	5	2P+1C	The course is not on the list
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
FIT-PMA	Programming in Mathematica Zdeněk Buk^Ⓖ	Czech	Z,ZK	4	2P+2C	Z,ZK	4	2P+2C	B252
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
NI-PSD	Public Services Design Ondřej Brém^Ⓖ, Jan Ladin	Czech	KZ	4	1P+2C	KZ	4	1P+2C	B252
FIT-PSD	Public Services Design Ondřej Brém^Ⓖ, Jan Ladin	Czech				KZ	4	1P+2C	The course is not on the list
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-REV	Reverse Engineering Josef Kokeš^Ⓖ	Czech	Z,ZK	5	1P+2C				B251
NI-RUN	Runtime Systems Filip Křikava^Ⓖ, Filip Říha	English				Z,ZK	5	2P+1C	B252
NI-APR	Selected Methods for Program Analysis Filip Křikava^Ⓖ	Czech	Z,ZK	5	2P+1C				B251
QNI-PON	Selected Topics in Optimization and Numerical mathematics Karel Klouda^Ⓖ, Štěpán Starosta, Daniel Vašata	Czech				Z,ZK	5	2P+1C	B252
NI-PON	Selected Topics in Optimization and Numerical mathematics Karel Klouda, Štěpán Starosta^Ⓖ, Daniel Vašata	Czech				Z,ZK	5	2P+1C	B252
ANI-SWE	Semantic Web and Knowledge Graphs	Czech	Z,ZK	5	2P+1C				The course is not on the list
NI-SEM	Semantics of Programming Languages	Czech	Z,ZK	5	2P+1C				The course is not on the list
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
NI-SLA	Sublinear algorithms Michal Dvořák, Dušan Knop^Ⓖ	Czech	Z,ZK	5	2P+1C				B251
NI-SBF	System Security and Forensics Simona Fornůsek^Ⓖ, David Pokorný, Marián Svetlík	Czech	Z,ZK	5	2P+1C				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	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
NI-VCC	Virtualization and Cloud Computing Jan Fesl, Tomáš Vondra^Ⓖ	Czech				Z,ZK	5	2P+1C	B252
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
FITE-SEP	World Economy and Business Tomáš Evan^Ⓖ	English	Z,ZK	4	2P+2C				The course is not on the list