Study plan - Approved
Academic year:
 2022/2023
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
Compulsory courses

Block - Computer science models and methods ADUI
Abbreviation Name Current Credit Range End Year Sem. Prerequisites Teacher
ÚINF/VYZ1/15  Computational complexity   4 2L  S  1  W  Geffert 
ÚINF/PDB1/15  Organization and data processing   4 2L + 1P  S  1  W  Gurský 
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/NEU1/15  Neural networks   5 2L + 1P  PaS  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   


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/KOA/10  Combinatorial algorithms !  6 3L + 1P  PaS  1  S  Soták 
ÚMV/NPR/19  Stochastic processes   6 3L + 2P  PaS  1  S  Hančová 
ÚMV/VRS/14  Multidimensional statistical methods   4 3P  H  1  S  Klein 

 
 
Compulsory elective courses Min. 24 Credits

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/PSDU/16  Case studies in data mining   4 2L + 2P  H  1  W  Antoni 
ÚINF/KMU1/15  Coding and multimedial data transition   4 2L + 1P  PaS  1, 2  W  Jirásek 
ÚINF/ADA/19  Applications of data analysis !  5 2L + 2P  PaS  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/IDS18/18  Introduction to data science   3 2L  S  1, 2  S  Horváth 
ÚINF/BPD1/15  Security of computer systems and data !  5 2L + 2P  PaS  2  W  Jirásek, Krivoš-Belluš 
ÚINF/VKN2/22  Computational and cognitive neuroscience II   5 2L + 2P  S  2  W  Kopčo, Doreswamy 


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, Marton 
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 
 Pre študentov 2. roč. (v akad. roku 2022/23) platí v tomto bloku (pôvodný) limit 14 kreditov.


Block - Diplomová práca
 Študent si vyberá predmety z ústavu, na ktorom robí diplomovú prácu
Abbreviation Name Current Credit Range End Year Sem. Prerequisites Teacher
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  
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   

 
 
Elective courses
 

Certified study programmes
Abbreviation Name
IB1
 Ethics in Biomedical Sciences For Medical Practice
IB10
 International certificate ECo-C
IB11
 International certificate ECDL
IB12a
 Use, Administration, and Development in the SAP System – Administrator
IB12c
 Use, Administration, and Development in the SAP System – Consultant
IB12p
 Use, Administration, and Development in the SAP System – Programmer
IB12u
 Use, Administration, and Development in the SAP System – User
IB13
 Psychological, social, and cultural aspects of health
IB2
 Essentials of Law – Aspects of Private Law
IB3
 Essentials of Law – Aspects of Public Law
IB4
 Project Management
IB5
 Closed-end Economy
IB6
 Conflict and Crisis Situations Resolving in Educational Practice
IB9
 International certificate of TOEFL
ICIK1
 Psychological, social and cultural aspects of health
ICIK2
 Statistics for the practise
ICIK3
 Legal minimum – private law aspects
ICIK4
 Project Management
ICIK6
 World and Regional Economics
ITpP
 IT for practice
Z-E-S
 Foreign Erasmus Internship

 

State exams
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/NPR/19  

 
 
Compulsory elective courses Min. 16 Credits

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

 
 

Such a symbol can occur after the teaching range:
d - Days in a semester
h - Hours in a week
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