Study plan - Approved
Academic year:
 2024/2025
Study programme:
 ADUIm - Data Science and Artificial Intelligence - (Joint degree study, master II. deg., Full-Time form)
Study field:
 22. - Mathematics
Study field:
 18. - Computer Science
 

Study section
Min. 100 Credits
Compulsory courses

Block - Mathematical models and methods ADUI Min. 22  Credits
Abbreviation Name Current Credit Range End Year Sem. Prerequisites Teacher
ÚMV/MPA/19  Markov's processes and their applications   6 3L + 2P  PaS  1  W  Hančová, Gajdoš 
ÚMV/NPR/19  Stochastic processes   6 3L + 2P  PaS  1  S  Hančová 
ÚMV/VRS/14  Multidimensional statistical methods   4 3P  H  1  S  Klein 
ÚMV/VSM/10  Computational statistics and simulation methods   5 2L + 2P  PaS    W  Žežula, Klein 


Block - Computer science models and methods ADUI Min. 36  Credits
Abbreviation Name Current Credit Range End Year Sem. Prerequisites Teacher
ÚINF/VYZ1/15  Computational complexity   4 2L  S  1  W  Geffert 
ÚINF/PSDU/24  Case studies in data mining   3 2P  H  1  W  Antoni 
ÚINF/STU1/16  Machine learning   5 2L + 2P  PaS  1  S  Antoni, Andrejková, Szoplák, Horvát 
ÚINF/ZNA1/21  Foundations of knowledge systems   4 3L  S  1  S  Krídlo 
ÚINF/SDMa/21  Data Management Seminar II   2 2P  A  1  S   
ÚINF/NEU/24  Neural networks   5 2L + 2P  PaS  1, 2  W  Antoni, Andrejková 
ÚINF/KKV1/21  Classical and quantum computations   6 3L + 2P  S  2  W  Semanišin, Olejár 
ÚINF/APA1/21  Approximation algorithms   5 3L  S  2  W  Krídlo 
ÚINF/SDMb/19  Data Management Seminar II   2 2P  A  2  W   

 
 
Compulsory elective courses Min. 24 Credits

Block - Mathematics Min. 16  Credits
Abbreviation Name Current Credit Range End Year Sem. Prerequisites Teacher
ÚMV/LTM/10  Logic and set theory   6 3L + 2P  PaS  1  W  ÚMV/MANb/19 or ÚMV/FRPb/19 or ÚMV/MAN2b/22 Šupina 
ÚMV/ATG/13  Applied graph theory   5 2L + 1P  S  1  W  Madaras 
ÚMV/FAN/22  Functional analysis !  6 2L + 2P  PaS  1  W  Šupina 
ÚMV/TOR/22  Optimal control theory   6 2L + 2P  PaS  1, 2  W  Cechlárová 
ÚMV/THR/22  Game theory !  6 2L + 2P  PaS  1, 2  W  Cechlárová 
ÚMV/VMO/22  Calculus of variations in optimization   6 2L + 2P  PaS  1  S  Kiseľák 
ÚMV/VSM/10  Computational statistics and simulation methods   5 2L + 2P  PaS  2  W  Žežula, Klein 
ÚMV/KOA/10  Combinatorial algorithms   6 3L + 1P  PaS  1  S  Onderko 
ÚMV/VKP/10  Selected topics in probability   5 3L  S    W  Žežula 
ÚMV/APS/10  Applied statistics   6 3L + 2P  PaS    S  Žežula 


Block - Diplomová práca
 Študent si vyberá predmety z ústavu, na ktorom robí diplomovú prácu
Abbreviation Name Current Credit Range End Year Sem. Prerequisites Teacher
ÚMV/DPP1a/22  Diploma project I   1   A  1  W   
ÚMV/DPP1b/22  Diploma project II   2   A  1  S   
ÚMV/DPP1c/22  Diploma project III   2   A  2  W   
ÚMV/DPP1d/22  Diploma project IV   2   A  2  S   
ÚINF/PDSI1/15  Pro-seminar to diploma thesis in informatics   2 2P  A  1  W   
ÚINF/SDI1a/15  Seminar to diploma theses in informatics   2 2P  A  1  S  ÚINF/PDSI1/15  
ÚINF/SDI1b/15  Seminar to diploma theses in informatics   2 2P  A  2  W  ÚINF/SDI1a/15  
ÚINF/SDI1c/15  Seminar to diploma theses in informatics   2 2P  A  2  S  ÚINF/SDI1b/15  


Block - Computer science methods ADUI Min. 8  Credits
Abbreviation Name Current Credit Range End Year Sem. Prerequisites Teacher
ÚINF/TIK1/22  Information theory, encoding   3 2L + 1P  S  1  W  Krajči 
ÚINF/PDB1/15  Organization and data processing   4 2L + 1P  S  1  W  Gurský 
ÚINF/VKN/24  Computational and cognitive neuroscience   5 2L + 2P  S  1, 2  W  Kopčo, Doreswamy, Singhal, Fedorenko 
ÚINF/ADA/24  Applications of data analysis   5 2L + 2P  H  1  S  Gallay, Kopčo, Pristaš, Kisková, Kaňuk 
ÚINF/PDS1/21  Parallel and distributed systems   5 2L + 2P  PaS  1  S  Jirásek, Krivoš-Belluš, Dvorský, Mikeš 
ÚINF/KMU/24  Coding and multimedial data transition   5 2L + 2P  PaS  1, 2  S  Jirásek, Krivoš-Belluš 
ÚINF/BPD1/15  Security of computer systems and data !  5 2L + 2P  PaS  2  W  Jirásek, Krivoš-Belluš 
 Predmety BPD1 a KMU sa konajú každý druhý rok.

 
 
Elective courses
 

Certified study programmes
Abbreviation Name
IB1
 Ethics in Biomedical Sciences For Medical Practice
IB12a
 Use, Administration, and Development in the SAP System – Administrator
IB12p
 Use, Administration, and Development in the SAP System – Programmer
IB12u
 Use, Administration, and Development in the SAP System – User
IB9
 International certificate of TOEFL
ICIK2
 Statistics for the practise
ĽPZ
 Ľudské práva pre každého
PM
 Psychomotorika
SFS
 Skills for Success – from University to Workplace
Z-E-S
 Foreign Erasmus Internship

 

State exams
Min. 20 Credits
Compulsory courses

Block - State exam Min. 4  Credits
Abbreviation Name Current Credit Range End Year Sem. Prerequisites Teacher
ÚINF/IMUI/19  Information management and artificial intelligence methods   4   SS      ÚINF/ZNA1/21 and ÚINF/NEU/24 and ÚINF/STU1/16 and ÚMV/VSM/10 and (ÚMV/KOA/10 or ÚMV/NPR/19)  

 
 
Compulsory elective courses Min. 16 Credits

Block - Diploma thesis and its defense
Abbreviation Name Current Credit Range End Year Sem. Prerequisites Teacher
ÚMV/DPO/22  Diploma thesis and its defence   16   OB       
ÚINF/DPO/22  Doctoral Thesis and its Defence   16   OB      ÚINF/SDI1c/15  

 
 

Such a symbol can occur after the teaching range:
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
When none of these symbols are given, expected range of teaching is "hours in a week"
Other signs can occur next to the courses of the study programmes
! - 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

* - course has more prerequisites

Explanatory notes:

Range: L - Lecture, P - Practice
Semester: W - Winter, S - Summer
End: S - Examination, H - Evaluation, Z - Credit Exam, A - Passing, PaS - Continuous assessment with examination, P - Continuous assessment / Practice