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 (ECTS)	Range	Completion	Credits (ECTS)	Range	Enrolled in semester
NI-AFP	Applied Functional Programming	Czech				KZ	5	2P+1C	The course is not on the list
FIT-TOP	Academic writing Petr Kroha^Ⓖ, Tomáš Nováček^Ⓖ	Czech	Z	2	10B				B261
NI-DNP	Advanced .NET	Czech				Z,ZK	4	2P+1C	The course is not on the list
ANI-PAS	Advanced Aspects of Business David Buchtela, Štěpánka Havlíková, Zdeněk Kučera^Ⓖ, Jiří Maršál, Jana Soukupová, Dominik Vítek	Czech	Z,ZK	5	2P+2C				B261
ANI-PDB	Advanced Database Systems Yelena Trofimova, Michal Valenta^Ⓖ	Czech	Z,ZK	5	2P+1C				B261
NI-APT	Advanced Program Testing Pierre Donat-Bouillud^Ⓖ	English	Z,ZK	5	2P+1C				B261
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				The course is not on the list
NI-PVS	Advanced embedded systems	Czech	Z,ZK	4	2P+2C				The course is not on the list
NI-AML	Advanced machine learning	English				Z,ZK	5	2P + 1C	The course is not on the list
NI-IOS	Advanced techniques in iOS applications	Czech				KZ	4	2P+2C	The course is not on the list
NI-ATH	AlgorithmicTheories of Games	Czech				Z,ZK	4	2P+2C	The course is not on the list
ANI-ADP	Architectural and Design Patterns Jiří Borský, Marek Bělohoubek, Tomáš Chvosta, Jan Kurš^Ⓖ, Jan Zimolka	Czech	Z,ZK	5	2P+1C				B261
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	Czech							The course is not on the list
FIT-BIP	Blended Intensive Programme		Z	3		Z	3		B261
NIE-BLO	Blockchain Marek Bielik, Josef Gattermayer^Ⓖ, Jan Kalivoda, Jakub Růžička	English	Z,ZK	5	1P+2C				B261
ANI-BUI	Business Informatics Petra Pavlíčková^Ⓖ	Czech				Z,ZK	5	2P+2C	The course is not on the list
NI-CTF	Capture The Flag	Czech	KZ	4	3C	KZ	4	3C	The course is not on the list
NI-CF1	Capture the Flag 1 Jiří Dostál^Ⓖ, Ladislav Marko, Vojtěch Novák	Czech	KZ	4	3C				B261
NI-CF2	Capture the Flag 2	Czech				KZ	4	3C	The course is not on the list
NI-TKA	Category Theory	Czech				Z,ZK	4	2P+1C	The course is not on the list
NI-KTH	Combinatorial Theories of Games	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				B261
NI-VYC	Computability	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	B261
NI-SCE2	Computer Engineering Seminar Master II	Czech	Z	4	2C	Z	4	2C	The course is not on the list
NI-PG1	Computer Grafics 1	Czech				ZK	4	2P+1C	The course is not on the list
ANI-PG1	Computer Grafics 1 Radek Richtr^Ⓖ	Czech				ZK	5	2P+2C	The course is not on the list
ANI-PIV	Computer Vision Vanda Benešová^Ⓖ, Radek Richtr, Šimon Šmída	Czech	Z,ZK	5	2P+2C				B261
NI-PIV	Computer Vision Vanda Benešová^Ⓖ, Radek Richtr, Šimon Šmída	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	B261
NI-CCC	Creative Coding and Computational Art Ondřej Brém, Josef Kortan, Radek Richtr^Ⓖ, Jiří Šebele	Czech	KZ	4	1P+2C	KZ	4	1P+2C	The course is not on the list
NI-CAP	Cultural and Social Anthropology Tomáš Houdek, Alena Libánská^Ⓖ, Jakub Šenovský	Czech	ZK	2	2P				B261
NI-KYB	Cybernality	Czech	ZK	5	2P				The course is not on the list
ANI-DSS	Decision Support Systems David Buchtela, Petra Pavlíčková, Robert Pergl^Ⓖ	Czech	Z,ZK	5	2P+1C				B261
NI-DSW	Design Sprint Ondřej Brém^Ⓖ	English	Z	2	30B				The course is not on the list
ANI-SIM	Digital Circuit Simulation and Verification Martin Kohlík^Ⓖ	Czech	Z,ZK	5	2P+1C				B261
NI-DZO	Digital Image Processing	Czech				Z,ZK	4	2P+1C	The course is not on the list
ANI-DZO	Digital Image Processing Ondřej Drbohlav^Ⓖ, Daniel Sýkora, Jan Čech, Radoslav Škoviera	Czech	Z,ZK	6	2P+2C				B261
NI-DID	Digital drawing	Czech	Z	2	4C	Z	2	4C	The course is not on the list
NI-DDM	Distributed Data Mining	English				KZ	4	3C	The course is not on the list
NI-PAM	Efficient Preprocessing and Parameterized Algorithms	Czech				Z,ZK	4	2P+1C	The course is not on the list
NI-VOL	Elections	Czech				Z,ZK	5	2P+1C	The course is not on the list
ANI-EHW	Embedded Hardware Jan Schmidt^Ⓖ	Czech				Z,ZK	5	2P+2C	The course is not on the list
ANI-BVS	Embedded Security Martin Novotný^Ⓖ	Czech				Z,ZK	5	2P+2C	The course is not on the list
ANI-ESW	Embedded Software Samuel Harčár, Hana Kubátová, Miroslav Skrbek^Ⓖ	Czech	Z,ZK	5	2P+2C				B261
ANI-EGG	Engines for Games and Graphics Jan Matoušek, Petr Pauš^Ⓖ	Czech	Z,ZK	4	1P+2C				B261
ANI-EDM	Enterprise Data Management Michal Valenta^Ⓖ	Czech				Z,ZK	5	2P+1C	The course is not on the list
NI-EDW	Enterprise Data Warehouse Systems	Czech				Z,ZK	5	1P+1C	The course is not on the list
ANI-BKO	Error Control Coding Pavel Kubalík^Ⓖ	Czech				Z,ZK	5	2P+1C	The course is not on the list
NI-ESC	Experimental Project Course	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	Czech				Z,ZK	4	1P+1C	The course is not on the list
FITE-GRI	Grid Computing Petr Fiedler, André Sopczak^Ⓖ	English	Z,ZK	5	2P+1C				B261
NI-HMI2	History of Mathematics and Informatics Alena Šolcová^Ⓖ	Czech	ZK	3	2P+1C				B261
NI-IBE	Information Security	Czech	ZK	2	2P				The course is not on the list
NI-IVS	Intelligent embedded systems	Czech				KZ	4	1P+3C	The course is not on the list
NI-IKM	Internet and Classification Methods	Czech				Z,ZK	4	1P+1C	The course is not on the list
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	English				Z,ZK	5	2P+1C	The course is not on the list
ANI-DVG	Introduction to Discrete and Computational Geometry Maria Saumell Mendiola^Ⓖ	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	B261
NI-LNG	Introduction to Linguistics for IT Students	Czech				ZK	2	2P	The course is not on the list
FITE-IL1	Invited Course for 1 credit		Z	1		Z	1		B261
NI-SZ1	Knowledge Engineering Seminar Master I Rodrigo Augusto Da Silva Alves, Pavel Kordík	Czech	Z	4	2C	Z	4	2C	The course is not on the list
NI-SZ2	Knowledge Engineering Seminar Master II Rodrigo Augusto Da Silva Alves, Pavel Kordík	Czech	Z	4	2C	Z	4	2C	The course is not on the list
NI-LOM	Linear Optimization and Methods Dušan Knop^Ⓖ, Jan Pokorný	Czech	Z,ZK	5	2P+1C				B261
NI-OLI	Linux Drivers	Czech				Z,ZK	4	2P+2C	The course is not on the list
FIT-LOS	Logistics systems Tomáš Šubrt^Ⓖ	Czech	Z,ZK	4	2P+2C	Z,ZK	4	2P+2C	B261
FIT-SM1	Machine Learning Seminar 1 Rodrigo Augusto Da Silva Alves, Magda Friedjungová, Pavel Kordík^Ⓖ	Czech	Z	4	2C				B261
FIT-SM2	Machine Learning Seminar 2	Czech				Z	4	2C	The course is not on the list
FIT-SM3	Machine Learning Seminar 3	Czech	Z	4	2C				The course is not on the list
FIT-SM4	Machine Learning Seminar 4	Czech				Z	4	2C	The course is not on the list
FIT-SM5	Machine Learning Seminar 5	Czech	Z	4	2C				The course is not on the list
FIT-SM6	Machine Learning Seminar 6	Czech				Z	4	2C	The course is not on the list
FIT-SM7	Machine Learning Seminar 7	Czech	Z	4	2C				The course is not on the list
FIT-SM8	Machine Learning Seminar 8	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				The course is not on the list
NI-MPL	Managerial Psychology Jan Fiala^Ⓖ	Czech	ZK	2	2P	ZK	2	2P	B261
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 Jaroslav Kuchař, Tomáš Vitvar^Ⓖ	Czech				Z,ZK	5	2P+1C	The course is not on the list
ANI-AM2	Middleware Architectures 2 Tomáš Vitvar^Ⓖ	Czech	Z,ZK	5	2P+1C				The course is not on the list
NI-HCM	Mind Hacking Josef Holý, Marcel Jiřina^Ⓖ	Czech	ZK	5	2P+1C				B261
ANI-MEP	Modelling of Enterprise Processes Jana Martínková, Robert Pergl^Ⓖ, Marek Suchánek	Czech	Z,ZK	5	2P+1C				B261
FIT-ITI	Modern IT infrastructure Jan Fesl, Tomáš Vondra, Ivan Šimeček^Ⓖ	Czech	Z,ZK	5	2P+1C				B261
NI-MOP	Modern Object-Oriented Programming in Pharo Jan Blizničenko^Ⓖ	Czech	KZ	4	3C				B261
NI-MMA	Multiplatform development of mobile applications	Czech				KZ	4	2P+2C	The course is not on the list
ANI-COM	Network Communication Jaroslav Pešek, Tomáš Čejka^Ⓖ	Czech							B261
NI-NLM	Neural Language Models	Czech				Z	5	2P+1C	The course is not on the list
NI-NMS.26	Neural Networks, Machine Learning and Randomness Marek Dědič, Martin Holeňa^Ⓖ, Tomáš Kalvoda	Czech	Z,ZK	5	2P+1C				B261
NI-NMS	Neural Networks, Machine Learning and Randomness Marek Dědič, Martin Holeňa^Ⓖ	Czech	Z,ZK	4	1P+1C				The course is not on the list
NI-NMU	New media in art and design Zdeněk Svejkovský^Ⓖ	Czech	ZK	3	2P+0C				B261
ANI-NSS	Normalized Software Systems Robert Pergl, Jan Verelst^Ⓖ	English				ZK	5	2P+1C	The course is not on the list
FIT-ORA	Oracle Certificate Jiří Mlejnek^Ⓖ, Michal Valenta	English							B261
ANI-ROZ	Pattern Recognition Michal Haindl^Ⓖ	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				B261
NIE-PML	Personalized Machine Learning Rodrigo Augusto Da Silva Alves^Ⓖ	English	Z,ZK	5	2P+1C				B261
NIE-PDL	Practical Deep Learning Yauhen Babakhin, Martin Barus, Karel Klouda^Ⓖ	English	KZ	5	2P+1C				The course is not on the list
NI-PLS3	Programming Language Seminar Pierre Donat-Bouillud^Ⓖ, Filip Křikava	English	Z	2	0P+1C				B261
NI-PLS4	Programming Language Seminar	English				Z	2	0P+1C	The course is not on the list
NI-PLS2	Programming Language Seminar	English				Z	2	0P+1C	The course is not on the list
NI-PLS1	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 Jakub Charvát, Michal Dvořák, Jan Pokorný, Ondřej Suchý^Ⓖ, Tomáš Valla^Ⓖ					KZ	5	4C	B261
FIT-ACM2	Programming Practices 2		KZ	5	4C				The course is not on the list
FIT-ACM3	Programming Practices 3 Jakub Charvát, Michal Dvořák, Jan Pokorný, Ondřej Suchý^Ⓖ, Tomáš Valla^Ⓖ					KZ	5	4C	B261
FIT-ACM4	Programming Practices 4		KZ	5	4C				The course is not on the list
FIT-ACM5	Programming Practices 5					KZ	5	4C	The course is not on the list
FIT-ACM6	Programming Practices 6					KZ	5	4C	The course is not on the list
NI-RUB	Programming in Ruby Cyril Černý^Ⓖ	Czech	KZ	4	3C				B261
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	The course is not on the list
FIT-PSD	Public Services Design	Czech				KZ	4	1P+2C	The course is not on the list
NI-PSD	Public Services Design	Czech	KZ	4	1P+2C	KZ	4	1P+2C	The course is not on the list
NI-VPR	Research Project Štěpán Starosta^Ⓖ	Czech	Z	5		Z	5		B261
ANI-VMM	Retrieval from Multimedia Jaroslav Kuchař, Jiří Novák, Tomáš Skopal^Ⓖ	Czech	Z,ZK	5	2P+1C				B261
NI-VEM	Scientific thinking	Czech				KZ	2	1P+1C	The course is not on the list
ANI-SWE	Semantic Web and Knowledge Graphs Milan Dojčinovski^Ⓖ	Czech	Z,ZK	5	2P+1C				B261
PI-SCN	Seminars on Digital Design		ZK	4	2P+1C	ZK	4	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				B261
ANI-TSW	Software Product Development Petra Pavlíčková^Ⓖ, Tomáš Šubrt	Czech	Z,ZK	5	2P+2C				B261
NI-SCRS	Statistical Analysis of Time Series - Seminar Kamil Dedecius^Ⓖ	Czech	Z	1	1C				B261
NI-LSM2	Statistical Modelling Lab Kamil Dedecius^Ⓖ	Czech	KZ	5	3C	KZ	5	3C	B261
ANI-TSP	Testing and Reliability Martin Daňhel, Petr Fišer^Ⓖ	Czech	Z,ZK	5	2P+2C				B261
NI-TS1	Theoretical Seminar Master I Dušan Knop, Michal Opler, Ondřej Suchý^Ⓖ, Tomáš Valla^Ⓖ	Czech	Z	4	2C				The course is not on the list
NI-TS2	Theoretical Seminar Master II	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	Czech				Z	4	2C	The course is not on the list
NI-TNN.25	Theory of Neural Networks	Czech				Z,ZK	4	1P+1C	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 Jiří Hunka, Josef Pavlíček^Ⓖ	Czech	Z,ZK	5	2P+1C				B261
NI-VGA	Video Games Architecture Jan Matoušek^Ⓖ, Radek Richtr^Ⓖ	Czech	Z,ZK	5	2P+1C				The course is not on the list
NI-TVR	Virtual Reality Technology Tomáš Nováček^Ⓖ	Czech	Z,ZK	3	1P+1C	Z,ZK	3	1P+1C	The course is not on the list
ANI-VIZ	Visualization Ladislav Čmolík^Ⓖ	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	Czech				Z,ZK	4	2P+1C	The course is not on the list
FIT-SEP	World Economy and Business Tomáš Evan^Ⓖ	Czech	Z,ZK	4	2P+2C				B261
ANI-SEP	World Economy and Business Tomáš Evan^Ⓖ	Czech	Z,ZK	5	2P+1C				B261
NI-SEP	World Economy and Business	Czech	Z,ZK	4	2P+1C	Z,ZK	4	2P+1C	The course is not on the list