Study plan - Approved

study programme:	Mathematics of Data Analysis and Finance (II. degree, full time forma)
field of study:	22. - Mathematics
Person responsible for the delivery, development and quality of the study programme:	prof. RNDr. Lubomír Snoha, DSc., DrSc.
academic year:	2025/2026

Study section

Compulsory courses

Block - 22nMADF_m Povinné predmety

Code	Course Name	Act.	Credit	Duration	Way of Completion	Grade	Sem.	Conditional	Teacher
KMA FPV/2d-MAD-101/22	Set theory and metric spaces^PP		5	3P+1C	H	1	W		doc. RNDr. Matúš Dirbák, PhD.
KMA FPV/2d-MAD-103/22	Stochastic processes^PP		5	3P+1C	H	1	W		doc. Mgr. Lukáš Lafférs, PhD.
KMA FPV/2d-MAD-104/22	Linear regression 1^PP		5	2P+1C	H	1	W		doc. Mgr. Lukáš Lafférs, PhD.
KMA FPV/2d-MAD-102/22	Dynamical systems 1^PP		5	3P+1C	H	1, 2	W		prof. RNDr. Lubomír Snoha, DSc., DrSc.
KMA FPV/2d-MAD-108/22	Ergodic theory 1^PP	!	5	3P+1C	H	1, 2	W		prof. RNDr. Lubomír Snoha, DSc., DrSc.
KMA FPV/2d-MAD-109/22	Nonlinear optimization^PP		5	2P+2C	H	1, 2	W		Mgr. Michaela Mihoková, PhD.
KMA FPV/2d-MAD-110/22	Derivatives pricing 1^PP		4	3P+1C	H	1, 2	W		doc. RNDr. Vladimír Špitalský, PhD.
KMA FPV/2d-MAD-106/22	Dynamical systems 2^PP		5	3P+1C	H	1, 2	S		prof. RNDr. Lubomír Snoha, DSc., DrSc.
KMA FPV/2d-MAD-107/22	Linear regression 2^PP		4	2P+1C	H	1, 2	S		doc. Mgr. Lukáš Lafférs, PhD.
KMA FPV/2d-MAD-122/22	Partial differential equations^PP		5	2P+2C	H	1, 2	S		doc. RNDr. Roman Hric, PhD.
KMA FPV/2d-MAD-111/22	Derivatives pricing 2^PP		4	3P+1C	H	1, 2	S		doc. RNDr. Vladimír Špitalský, PhD.

Compulsory elective courses (min. 30 credits)

Študent je povinný získať za PV predmety minimálne 30 kreditov za celé štúdium.

Block - 22nMADF_m Povinne voliteľné predmety

Code	Course Name	Act.	Credit	Duration	Way of Completion	Grade	Sem.	Conditional	Teacher
KMA FPV/2d-MAD-215/22	Linear regression 1 - exercises		3	2C	H	1	W		doc. Mgr. Lukáš Lafférs, PhD.
KMA FPV/2d-MAD-216/22	Vague data analysis^PP		5	2P+2C	H	1	W		prof. RNDr. Vladimír Janiš, CSc., Mgr. Bianka Modrovičová
KMA FPV/2d-MAD-205/22	Functional analysis	!	6	3P+1C	H	1	S		doc. RNDr. Matúš Dirbák, PhD.
KIN FPV/2d-ain-221/22	Information and Coding Theory	!	4	1P+2S	H	1	S		prof. Dr. Ing. Miroslav Svítek, Dr.
KMA FPV/2d-MAD-213/22	Risk theory 1^PP		5	2P+2C	H	1, 2	W		doc. RNDr. Vladimír Špitalský, PhD.
KMA FPV/2d-MAD-226/22	Derivatives pricing 1 - exercises		3	2C	H	1, 2	W		Mgr. Michaela Mihoková, PhD.
KMA FPV/2d-MAD-230/22	Time series analysis^PP		5	2P+2C	H	1, 2	W		Mgr. Michaela Mihoková, PhD.
KMA FPV/2d-MAD-218/22	Risk theory 2^PP		5	2P+2C	H	1, 2	S		doc. RNDr. Vladimír Špitalský, PhD.
KMA FPV/2d-MAD-219/22	Linear regression 2 - exercises		3	2C	H	1, 2	S		doc. Mgr. Lukáš Lafférs, PhD., Mgr. Michaela Mihoková, PhD.
KMA FPV/2d-MAD-221/22	Topology		5	3P+1C	H	1, 2	S		prof. RNDr. Lubomír Snoha, DSc., DrSc.
KMA FPV/2d-MAD-232/22	Derivatives pricing 2 - exercises		3	2C	H	1, 2	S		Mgr. Michaela Mihoková, PhD.
KMA FPV/2d-MAD-235/22	Ergodic theory 2^PP		5	3P+1C	H	1, 2	S	KMA FPV/2d-MAD-108/22	prof. RNDr. Lubomír Snoha, DSc., DrSc.
KMA FPV/2d-MAD-225/22	Portfolio theory	!	5	2P+2C	H	2	W		doc. RNDr. Vladimír Špitalský, PhD.
KMA FPV/2d-MAD-227/22	Multivariate data analysis 1^PP	!	6	2P+3C	H	2	W		doc. RNDr. Vladimír Špitalský, PhD.
KMA FPV/2d-MAD-228/22	Complex analysis	!	5	2P+2C	H	2	W		doc. RNDr. Roman Hric, PhD.
KMA FPV/2d-MAD-231/22	Numerical methods in data analysis and finance^PP	!	5	2P+2C	H	2	S		doc. RNDr. Vladimír Špitalský, PhD.
KMA FPV/2d-MAD-233/22	Multivariate data analysis 2^PP	!	5	1P+2C	H	2	S		doc. RNDr. Vladimír Špitalský, PhD.
KMA FPV/2d-MAD-234/22	Professional practice		5		Abs	2	S		prof. RNDr. Lubomír Snoha, DSc., DrSc.
KMA FPV/2d-MAD-236/22	Bayesian statistics	!	5	2P+1C	H	2	S
KMA FPV/2d-MAD-299/22	Diploma thesis seminar		3	2C	H	2	S		Mgr. Michaela Bruteničová, PhD., doc. RNDr. Matúš Dirbák, PhD., prof. RNDr. Pavol Hanzel, CSc., prof. RNDr. Miroslav Haviar, CSc., doc. RNDr. Roman Hric, PhD., prof. RNDr. Vladimír Janiš, CSc., Mgr. Vladimír Kobza, PhD., doc. Mgr. Lukáš Lafférs, PhD., Mgr. Michaela Mihoková, PhD., prof. RNDr. Lubomír Snoha, DSc., DrSc., doc. RNDr. Vladimír Špitalský, PhD.
KIN FPV/2d-ain-122/22	Neural Networks		5	2P+2S	H	2	S		doc. Ing. Jarmila Škrinárová, PhD., Ing. Lucia Ondrigová, PhD., Ing. Lucia Ondrigová, PhD.

Elective courses

Block - Univerzitné výberové predmety - Mgr. štúdium

Code	Course Name	Act.	Credit	Duration	Way of Completion	Grade	Sem.	Conditional	Teacher
DEK PF/2d-FS1-003/23	University folklore ensemble 1		3	2S	Abs		W		Mgr. art. Martin Urban, PhD.
DEK PF/2d-FS1-003/23	University folklore ensemble 1		3	2S	Abs		W		Mgr. art. Martin Urban, PhD.
DEK PF/2d-SPZ1-003/23	Univerzitný spevácky zbor 1		3	2S	Abs		W		Mgr. Pavel Martinka, PhD.
DEK PF/2d-SPZ1-003/23	Univerzitný spevácky zbor 1		3	2S	Abs		W		Mgr. Pavel Martinka, PhD.
DEK PF/2d-SPZ3-003/22	University Choir 3		3	2S	H		W		Mgr. Pavel Martinka, PhD.
DEK PF/2d-SPZ3-003/22	University Choir 3		3	2S	H		W		Mgr. Pavel Martinka, PhD.
DEK PF/2d-UKO1-003/23	Univerzitný komorný orchester 1		3	2S	Abs		W		Mgr. Pavel Martinka, PhD.
DEK PF/2d-UKO1-003/23	Univerzitný komorný orchester 1		3	2S	Abs		W		Mgr. Pavel Martinka, PhD.
DEK PF/2d-SPZ2-003/22	University Choir 2		3	2S	H		S		Mgr. Pavel Martinka, PhD.
DEK PF/2d-SPZ2-003/22	University Choir 2		3	2S	H		S		Mgr. Pavel Martinka, PhD.
DEK PF/2d-SPZ4-003/22	University Choir 4		3	2S	H		S		Mgr. Pavel Martinka, PhD.
DEK PF/2d-SPZ4-003/22	University Choir 4		3	2S	H		S		Mgr. Pavel Martinka, PhD.
KEMP-EF/D_2_APB_cupv/24	Business Academy BASIC		4	2S	Abs	1, 2	W		Ing. Lenka Theodoulides, PhD., MBA
DEK FPV/2d-fpv-124/23	Finance in practice		3	2S	Abs	1, 2	W		Ing. Jana Crmanová
KTVSZ-FTVSaZ/2d-vstv-106/24	Physical Education 6		3	2S	Abs	1, 2	W		Mgr. Jaroslav Popelka, PhD., PaedDr. Jaroslav Kompán, PhD., Mgr. Andrea Izáková, PhD., doc. PaedDr. Jiří Michal, PhD., PaedDr. Mgr. Lukáš Opáth, PhD., doc. PaedDr. Pavol Pivovarniček, PhD., Mgr. Kristián Bako, PhD., Mgr. Michal Hlávek, PhD., Mgr. Marián Škorik, PhD., Mgr. Andrej Dibdiak, Mgr. Bc. Lukáš Karabín, Mgr. Olívia Mudráková, Mgr. Marek Janík
KTVSZ-FTVSaZ/2d-vstv-108/24	Physical Education 8		3	2S	Abs	1, 2	W		PaedDr. Boris Beťák, PhD., Mgr. Jaroslav Popelka, PhD., PaedDr. Jaroslav Kompán, PhD., Mgr. Andrea Izáková, PhD., doc. PaedDr. Jiří Michal, PhD., PaedDr. Mgr. Lukáš Opáth, PhD., doc. PaedDr. Pavol Pivovarniček, PhD., Mgr. Michal Hlávek, PhD., Mgr. Kristián Bako, PhD., Mgr. Marián Škorik, PhD., Mgr. Andrej Dibdiak, Mgr. Bc. Lukáš Karabín, Mgr. Olívia Mudráková, Mgr. Marek Janík
DEK PF/2d-FS1-003/23	University folklore ensemble 1		3	2S	Abs	1, 2	W		Mgr. art. Martin Urban, PhD.
DEK PF/2d-UKO1-003/23	Univerzitný komorný orchester 1		3	2S	Abs	1, 2	W		Mgr. Pavel Martinka, PhD.
DEK PF/2d-SPZ1-003/23	Univerzitný spevácky zbor 1		3	2S	Abs	1, 2	W		Mgr. Pavel Martinka, PhD.
KEMP-EF/D_2_APE_cupv/24	Business Academy EXPERT		4	2S	Abs	1, 2	S		Ing. Lenka Theodoulides, PhD., MBA
KPgA PdF/2d-LMT-123/23	Limits of intimacy: on responsible relationships		3	1C+1S	Abs	1, 2	S		doc. Mgr. Lívia Nemcová, PhD., doc. PaedDr. Lenka Rovňanová, PhD., univ. prof.
KTVSZ-FTVSaZ/2d-vstv-107/24	Physical Education 7		3	2S	Abs	1, 2	S		Mgr. Jaroslav Popelka, PhD., PaedDr. Jaroslav Kompán, PhD., Mgr. Andrea Izáková, PhD., doc. PaedDr. Jiří Michal, PhD., PaedDr. Mgr. Lukáš Opáth, PhD., doc. PaedDr. Pavol Pivovarniček, PhD., Mgr. Martin Bako, Mgr. Marián Škorik, PhD., Mgr. Michal Hlávek, PhD., Mgr. Bc. Lukáš Karabín, Mgr. Andrej Dibdiak, Mgr. Olívia Mudráková, Mgr. Marek Janík
KSLLV-FF/2d-vdsl-02/23	The Great Works in World Literature II		3	2P	Abs	1, 2	S		PaedDr. Zuzana Bariaková, PhD., prof. PaedDr. Martin Golema, PhD., doc. Ivan Jančovič, PhD., Mgr. Martina Kubealaková, PhD., univ. doc., Mgr. Eva Pršová, PhD., doc. PaedDr. Jozef Tatár, PhD., Mgr. Eva Urbanová Šimková, PhD.
KOaPP PrF/2d-uVZSP/23	General Foundations of Private Law		3	2P	Abs	1, 2	S		prof. JUDr. Daniela Gandžalová, PhD., doc. JUDr. Marián Ďurana, PhD., doc. JUDr. Juraj Takáč, PhD., doc. JUDr. Katarína Zajác Ševcová, PhD., JUDr. Monika Némethová, PhD., Mgr. Miroslava Dolíhalová, PhD., JUDr. Jakub Dzimko, PhD., JUDr. Dominik Čipka, PhD., JUDr. Ing. Miroslav Paller, JUDr. Lucia Petríková, PhD.

Block - prírodovedný základ

Code	Course Name	Act.	Credit	Duration	Way of Completion	Grade	Sem.	Conditional	Teacher
KBaES FPV/2d-biu-301/15	Introduction to zootherapy		2	1S	H	1	W		Mgr. Marcela Adamcová, PhD.
KFY FPV/2d-fpv-106/15	History of physics	!	3	1P+1S	Abs	1	W		doc. RNDr. Janka Raganová, PhD.
KGG FPV/2d-fpv-323/18	Geographical learning of Europe		3	2S	Abs	1	W		doc. RNDr. Alfonz Gajdoš, PhD.
KCH FPV/2d-fpv-105/17	Myths and urban legends in natural sciences		3	1P	H	1	W		doc. RNDr. Šimon Budzák, PhD.
DEK FPV/2d-fpv-001/22	Research project 3		3	1S	H	1	S		doc. Ing. Juraj Švajda, PhD., RNDr. Miroslav Melicherčík, PhD., univ. doc., prof. RNDr. Vladimír Janiš, CSc., doc. RNDr. Zuzana Melichová, PhD., prof. Dr. Boris Tomášik, PhD., doc. PaedDr. Ján Stebila, PhD., Mgr. Juraj Butek, PhD.
KIN FPV/2d-fpv-401/22	Advanced technologies to process Big Data	!	3	0P+2C+0S+0L	Abs	1	S		doc. Mgr. Adam Dudáš, PhD., doc. RNDr. Alžbeta Michalíková, PhD., doc. Ing. Jarmila Škrinárová, PhD.
KGG FPV/2d-fpv-307/15	Electoral Geography		3	1S	Abs	1	S		RNDr. Tibor Madleňák, PhD.
KGG FPV/2d-fpv-205/15	Field Course Abroad		6	120C	Abs	1	S		doc. RNDr. Alfonz Gajdoš, PhD., RNDr. Tibor Madleňák, PhD., RNDr. Michaela Žoncová, PhD.
KGG FPV/2d-age-301/23	Scientific Ativity 2		3	20sS	Abs	1	S		Mgr. Viera Šimonová, PhD.
KBaES FPV/2d-fpv-100/24	Games as a tool in the protection of biodiversity		3	2S	H	1	S		doc. Ing. Juraj Švajda, PhD.
KGG FPV/2d-fpv-114/16	Geopolitical development of the World		4	2S	H	2	W		RNDr. Tibor Madleňák, PhD., doc. et doc. PaedDr. Pavel Hronček, PhD.
DEK FPV/2d-fpv-002/22	Research project 4		3	1S	H	2	S		doc. Ing. Juraj Švajda, PhD., RNDr. Miroslav Melicherčík, PhD., univ. doc., prof. RNDr. Vladimír Janiš, CSc., doc. RNDr. Zuzana Melichová, PhD., prof. Dr. Boris Tomášik, PhD., doc. PaedDr. Ján Stebila, PhD., Mgr. Juraj Butek, PhD.

State exams

Compulsory courses

Block - 22nMADF_m ŠS Povinné predmety

Code	Course Name	Act.	Credit	Duration	Way of Completion	Grade	Sem.	Conditional	Teacher
KMA FPV/2d-MAD-112/22	State exam, Diploma thesis with defense and colloquial exam in mathematics		20		OB

Legend:

Scope of teaching:

d - Days in a semester
h - Hours in a week
r - Hours in a year
s - Hours in a semester
t - Weeks in a semester

If none of these symbols are given, the scope of instruction is assumed "hours in a week".

Completion of study:

P - Lecture
C - Practical
S - Seminar
L - Laboratory practical

Additional features may appear in the courses in the study programs:

! - course will not be implemented in the given academic year
+ - course will not be implemented, perhaps the next academic year
- - course is implemented for the last time

^* - the course has more conditional courses
^PP - profile courses (the person responsible for the profile course of the study program is marked with bold font)