Study plan - Approved

Academic year:
2021/2022
Study programme:
ADUIb - Data Science and Artificial Intelligence - (Joint degree study, bachelor I. deg., Full-Time form)
Study field:
22. - Mathematics
Study field:
18. - Computer Science
 

Study section
Min. 174 Credits
Compulsory courses

Block - Informatics Min. 65  Credits
Abbreviation Name Current Credit Range End Year Sem. Prerequisites Teacher
ÚINF/MZI/21  Introduction to study of informatics   5 2L + 2P  Krajči 
ÚINF/ZLI/21  Linux basics   2 2P  Sokol, Staňa 
ÚINF/DBS/15  Database systems for Mathematicians   6 3L + 2P  Török 
ÚINF/PAZ1a/15  Programming, algorithms, and complexity   8 3L + 4P  PaS  Šebej, Opiela, Matisová, Szoplák 
ÚINF/PAZ1b/15  Programming, algorithms, and complexity   7 2L + 4P  PaS  ÚINF/PAZ1a/15 Šebej, Opiela, Pristaš, Horvát, Szoplák 
ÚINF/USU/19  Introduction to machine learning   5 2L + 2P  PaS  Antoni 
ÚINF/UIB1/21  Introduction to information security   5 2L + 2P  Sokol, Mézešová 
ÚINF/AFJ1a/15  Automata and formal languages   4 2L + 1P  Geffert, Pališínová, Šebej 
ÚINF/PBS/15  Pro-seminar to bachelor thesis   1 1P  Antoni 
ÚINF/PPPy/18  Advanced programming in Python   2 2P  PaS  ÚINF/PAZ1a/15 Guniš 
ÚINF/PDA/19  Data analysis project I   4 4P  Antoni 
ÚINF/UNS1/15  Introduction to neural networks   5 2L + 2P  Antoni, Horvát 
ÚINF/FUN1/21  Functional programming   3 3P  Krídlo 
ÚINF/KOPR/19  Concurrent programming   4 1L + 2P  ÚINF/PAZ1a/15 Gurský, Novotný 
ÚINF/TSD/19  Technologies of big data processing   2 2P  Dvorský 
ÚFV/VADA/19  Vybrané aplikácie dátovej analýzy   3 3L  Žukovič, Parimucha, Vaľa, Bombara 


Block - Mathematics Min. 74  Credits
Abbreviation Name Current Credit Range End Year Sem. Prerequisites Teacher
ÚMV/ALGa/10  Algebra I   7 3L + 3P  PaS  Studenovská, Fabrici, Janičková, Varga 
ÚMV/UAD/10  Introduction to data analysis   2 1L + 1P  Hančová 
ÚMV/ALG3b/10  Algebra II for informaticians and physicists   7 4L + 2P  PaS  ÚMV/ALGa/10 Soták, Vodička 
ÚMV/ADA/19  Data analysis   4 1L + 3P  ÚMV/UAD/10 Hančová, Gajdoš 
ÚMV/MSW/10  Mathematical software   3 1L + 2P  Lukáč, Klein 
ÚMV/FRPa/19  Function of real variable   7 2L + 4P  PaS  Hutník, Halčinová, Borzová 
ÚMV/LCO/10  Linear and integer programming   5 2L + 2P  PaS  ÚMV/ALGa/10 Cechlárová, Marton 
ÚMV/DSM3a/10  Discrete mathematics for informaticians   4 2L + 1P  PaS  Maceková, Matisová 
ÚMV/FRPb/19  Function of real variables   8 4L + 3P  PaS  ÚMV/FRPa/19 Kiseľák, Šupina 
ÚMV/TPP/19  Probability theory   5 2L + 2P  PaS  ÚMV/MAN1c/22 or ÚMV/MAN2c/22 or ÚMV/FRPa/19 Klein, Gajdoš 
ÚMV/DSMb/10  Discrete mathematics II   5 2L + 2P  PaS  ÚMV/DSMa/10 or ÚMV/DSM3a/10 Fabrici 
ÚMV/MST/19  Mathematical statistics   5 2L + 2P  PaS  Hančová 
ÚMV/BKP2/14  Bachelor project   2 1P  Šveda 
ÚMV/PDAb/19  Project of data analysis II 3 3P  Lučivjanská 
ÚMV/NUM/19  Numerical methods 6 2L + 3P  PaS  (ÚMV/MANb/19 or ÚMV/MAN2b/22 or ÚMV/FRPb/19) and (ÚMV/ALG1b/10 or ÚMV/ALG2b/22 or ÚMV/ALG3b/22 or ÚMV/ALG4b/22) Gajdoš 


Block - Foreign Language Min. 2  Credits
Abbreviation Name Current Credit Range End Year Sem. Prerequisites Teacher
CJP/PFAJ4/07  English Language of Natural Science   2 2P  PaS  Klimčáková, Slovenská 

 
 
Compulsory elective courses Min. 27 Credits

Block - Information Technology Methods for Data Science Min. 9  Credits
Abbreviation Name Current Credit Range End Year Sem. Prerequisites Teacher
ÚINF/MIS/15  Management of information systems   4 1L + 2P  Semanišin, Staňa 
ÚINF/LOP1/15  Logic programming   5 2L + 2P  Krídlo 
ÚINF/SLO1a/15  Symbolic logic   5 2L + 1P  Krajči 
ÚINF/AFJ1b/15  Automata and formal languages   5 2L + 1P  ÚINF/AFJ1a/15 Geffert, Szabari, Šebej, Pališínová 
ÚINF/ASU1/15  Algorithms and data structures   4 2L + 1P  ÚINF/PAZ1a/15 and ÚINF/PAZ1b/15 Krivoš-Belluš 
ÚINF/PMO1/15  Proces modelling   5 2L + 2P  ÚINF/PAZ1b/15 and ÚINF/DBS1a/15 and ÚINF/SWI1a/15 Semanišin 
ÚINF/UGR1/15  Introduction to computer graphics   5 2L + 2P  2, 3  Krivoš-Belluš 
ÚINF/PSIN/15  Computer network Internet   5 3L + 1P  PaS  2, 3  ÚINF/PAZ1a/15 or ÚINF/PRG1/15 Gurský, Sokol 


Block - Mathematical Foundations of Data Science Min. 9  Credits
Abbreviation Name Current Credit Range End Year Sem. Prerequisites Teacher
ÚMV/MAP/19  Matrix calculus   5 2L + 2P  PaS  ÚMV/ALGa/10 Žežula, Klein 
ÚMV/KOP/10  Convex programming   5 3L + 1P  PaS  ÚMV/LCO/10 and (ÚMV/MAN1c/22 or ÚMV/MAN2d/22 or ÚMV/FRPb/19) Madaras, Onderko 
ÚMV/DYS/19  Dynamic systems 5 2L + 2P  PaS  ÚMV/MANb/19 or ÚMV/MAN2b/22 or ÚMV/FRPb/19 Hutník, Kiseľák 
ÚMV/DSMc/10  Discrete mathematics III   5 2L + 2P  PaS  ÚMV/DSMb/10 Madaras 
ÚMV/MAD/14  Data modelling and analysis by means of CAS systems 4 3P  Madaras 
ÚMV/VMA/19  Selected topics on mathematical analysis 4 2L + 2P  ÚMV/FRPb/19 Hutník, Kiseľák 

 
 
Elective courses

Block - III
Abbreviation Name Current Credit Range End Year Sem. Prerequisites Teacher
ÚINF/PRR1a/15  Advanced programming   2 2P    Krivoš-Belluš 
ÚINF/PRR1b/15  Advanced programming   2 2P    ÚINF/PRR1a/15 Krivoš-Belluš 
ÚMV/SVK/10  Students scientific conference   4      
ÚINF/SVK1/15  Student scientific conference   4    
ÚINF/OP/14  Professional experience   2 2tP  2, 3  Gurský 
ÚINF/PSW1/06  Programming of web-pages   2 2P  (ÚINF/DBS1a/15 or ÚINF/DBS/15) and (ÚINF/PAZ1a/15 or ÚINF/PRG1/15) Guniš 
ÚINF/PAI1/21  Legal aspects of informatics   3 2L + 1P  2, 3  Sokol 
ÚFV/TMS/10  Secrets of microworld   3 2L  2, 3  Kravčáková, Vaľa 
ÚINF/TYS1/15  Typographical systems   2 2P  2, 3  Krajči 
ÚGE/GIS/15  Geographic Information Systems   6 2L + 2P  2, 3  Gallay, Nováková 
ÚFV/IFY1a/01  Physics for Informaticists I   2 2L  Füzer 
ÚFV/IFY/09  Physics for Informatics   3 2L  Füzer 
ÚFV/NOT1a/03  Nontraditional Optimization Techniques I   5 2L + 2P  Uličný 
ÚMV/POV/10  Practical operations research   3 1L + 2P  Madaras 
ÚFV/NOT1b/03  Nontraditional Optimization Techniques II   5 2L + 2P  Uličný 
ÚMV/ZBR/14  Bridge fundamentals   2 2P    Ploščica, Horňák 


Block - Fb_EC Development of language skills
Abbreviation Name Current Credit Range End Year Sem. Prerequisites Teacher
CJP/PFAJAKA/07  Academic English   2 2P    Slovenská 
CJP/PFAJGA/07  Communicative Grammar in English   2 2P    Klimčáková 
CJP/PFAJKKA/07  Communicative Competence in English   2 2P    Mitríková, Slovenská 
KGER/NJKG/07  Communicative Grammar in German Language   2 2P    Strömplová 


Block - Fb_EC Games and sports
 Študent môže absolvovať všetky ponúkané predmety z bloku TV, ale do štandardného počtu 180 kreditov sa študentovi môžu započítať maximálne 6 kreditov.
Abbreviation Name Current Credit Range End Year Sem. Prerequisites Teacher
ÚTVŠ/TVa/11  Sports Activities I.   2 2P  Horbacz, Kaško, Küchelová, Uher, Vokál, Čurgali, Berta, Kručanica, Melichar, Tomková, Dombrovský 
ÚTVŠ/TVb/11  Sports Activities II.   2 2P  Horbacz, Kaško, Küchelová, Uher, Vokál, Čurgali, Berta, Kručanica, Melichar, Tomková, Dombrovský 
ÚTVŠ/TVc/11  Sports Activities III.   2 2P  Čurgali, Horbacz, Kaško, Küchelová, Uher, Vokál, Berta, Kručanica, Melichar, Tomková, Dombrovský 
ÚTVŠ/TVd/11  Sports Activities IV.   2 2P  Čurgali, Horbacz, Kaško, Küchelová, Uher, Vokál, Berta, Kručanica, Melichar, Tomková, Dombrovský 
ÚTVŠ/KP/12  Survival Course   2 2P    Kručanica 
ÚTVŠ/ÚTVŠ/CM/13  Seaside Aerobic Exercise   2 2P    Horbacz 
ÚTVŠ/LKSp/13  Summer Course-Rafting of TISA River   2 2P    Kaško 


Block - I
Abbreviation Name Current Credit Range End Year Sem. Prerequisites Teacher
Dek. PF UPJŠ/USPV/13  Introduction to Study of Sciences   2 12sL + 3dP  Kireš 

 

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
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
ITpP
IT for practice
Z-E-S
Foreign Erasmus Internship

 

State exams
Min. 6 Credits
Compulsory courses

Block - State exam
Abbreviation Name Current Credit Range End Year Sem. Prerequisites Teacher
ÚMV/BPO/14  Bachelor thesis and its defence   4   OB       
ÚMV/ADI/19  Methods of data analysis and artificial intelligence   2   SS      ÚMV/MST/19 and ÚMV/LCO/10 and ÚINF/USU/19 and ÚMV/FRPb/19 and ÚINF/UNS1/15  

 
 
Compulsory elective courses
 
 


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