Study plan - Approved

Academic year:
2020/2021
Study programme:
ADUIb - Data Science and Artificial Intelligence - (Joint degree study, bachelor I. deg., Full-Time form)
Study field:
22. - Mathematics
Guarantor :
Prof. RNDr. Ivan Žežula, CSc., from: 2019-09-01 - subprogramme matematika
Study field:
18. - Computer Science
Guarantor :
doc. RNDr. Csaba Török, CSc., from: 2019-09-01 - subprogramme Informatika
 

Study section
Min. 174 Credits
Compulsory courses

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, Rindošová, 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, Maceková, Janičková 
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, Gajdoš 
ÚMV/DSM3a/10  Discrete mathematics for informaticians   4 2L + 1P  PaS  Maceková 
ÚMV/FRPb/19  Function of real variables   8 4L + 3P  PaS  ÚMV/FRPa/19 or ÚMV/MZIb/10 Kiseľák, Šupina 
ÚMV/TPP/19  Probability theory   5 2L + 2P  PaS  ÚMV/MAN1c/10 or ÚMV/MAN2c/10 or ÚMV/FRPa/19 Klein 
ÚMV/DSMb/10  Discrete mathematics II   5 2L + 2P  PaS  ÚMV/DSMa/10 or ÚMV/DSM3a/10 Fabrici, Maceková 
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   4 4P  Lučivjanská 
ÚMV/NUM/19  Numerical methods   6 2L + 3P  PaS  ÚMV/FRPb/19 and (ÚMV/ALG1b/10 or ÚMV/ALG2b/10 or ÚMV/ALG3b/10) Horňák, Kiseľák 


Block - Informatics Min. 65  Credits
Abbreviation Name Current Credit Range End Year Sem. Prerequisites Teacher
ÚINF/UIN1/15  Introduction to study of informatics   5 2L + 2P  Krajči, Krídlo 
ÚINF/POS2/15  User environments of operating systems   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, Bednárová, Opiela, Matisová, Szoplák 
ÚINF/PAZ1b/15  Programming, algorithms, and complexity   7 2L + 4P  PaS  ÚINF/PAZ1a/15 Bednárová, Šebej, Opiela, Matisová, Vozáriková 
ÚINF/USU/19  Introduction to machine learning   5 2L + 2P  PaS  Kopčo, Antoni 
ÚINF/UIB1/17  Introduction to information security   3 2L  Sokol 
ÚINF/AFJ1a/15  Automata and formal languages   4 2L + 1P  Szabari, Geffert, Bednárová 
ÚINF/PBS/15  Pro-seminar to bachelor thesis   1 1P  Antoni 
ÚINF/PPPy/18  Advanced programming in Python   2 2P  PaS  ÚINF/PAZ1a/15 or ÚINF/ePAZ1a/15 or ÚINF/PRG1/15 Šnajder, Guniš 
ÚINF/PDA/19  Project DA I   4 4P  Bruoth 
ÚINF/FUN1/15  Functional programming   4 2L + 2P  ÚINF/PAZ1a/15 or ÚINF/ePAZ1a/15 Krajči, Krídlo 
ÚINF/UNS1/15  Introduction to neural networks   5 2L + 2P  Antoni, Horvát 
ÚINF/KOPR/19  Concurrent programming   4 1L + 2P  ÚINF/PAZ1a/15 or ÚINF/ePAZ1a/15 Gurský, Novotný 
ÚINF/TSD/19  Technologies of big data processing   2 2P  Gurský 
ÚFV/VADA/19  Vybrané aplikácie dátovej analýzy   3 3L  Žukovič, Parimucha 


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

 
 
Compulsory elective courses Min. 27 Credits

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 or ÚMV/ALG3b/10 Žežula, Klein 
ÚMV/KOP/10  Convex programming   5 3L + 1P  PaS  ÚMV/LCO/10 and (ÚMV/MAN1c/10 or ÚMV/MAN2d/10 or ÚMV/FRPb/19) Madaras, Onderko 
ÚMV/DYS/19  Dynamic systems   5 2L + 2P  PaS  ÚMV/FRPb/19 Hutník, Kiseľák 
ÚMV/DSMc/10  Discrete mathematics III   5 2L + 2P  PaS  ÚMV/DSMb/10 Madaras, Maceková 
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 


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, Mézešová 
ÚINF/LOP1/15  Logic programming   5 2L + 2P  Krídlo, Krajči 
ÚINF/AFJ1b/15  Automata and formal languages   5 2L + 1P  ÚINF/AFJ1a/15 Geffert, Szabari, Bednárová 
ÚINF/ASU1/15  Algorithms and data structures   4 2L + 1P  (ÚINF/PAZ1a/15 or ÚINF/ePAZ1a/15) and (ÚINF/PAZ1b/15 or ÚINF/ePAZ1b/15) Semanišin, Krivoš-Belluš 
ÚINF/PMO1/15  Proces modelling   5 2L + 2P  (ÚINF/PAZ1b/15 or ÚINF/ePAZ1b/15) and ÚINF/DBS1a/15 and ÚINF/SWI1a/15 Semanišin 
ÚINF/UGR1/15  Introduction to computer graphics   5 2L + 2P  2, 3  Jirásek, Krivoš-Belluš 
ÚINF/PSIN/15  Computer network Internet   5 3L + 1P  PaS  2, 3  ÚINF/PAZ1a/15 or ÚINF/ePAZ1a/15 or ÚINF/PRG1/15 Jirásek, Gurský 


Block - Spoločensko-vedný základ Min. 4  Credits
 Predmety bloku sú určené pre študentov, ktorí chcú po absolvovaní bakalárskeho stupňa štúdia pokračovať na druhom stupni štúdiom jednoodborových študijných programov.
Abbreviation Name Current Credit Range End Year Sem. Prerequisites Teacher
KPPaPZ/Ps/15  Psychology   2 2L  Janovská, Kalina 
KF/DF2p/03  History of Philosophy 2 (General Introduction)   4 2L + 1P  PaS  Nezník, Mayerová, Stojka 
KOP/OPaPDV/14  Civil Law and Intellectual Property Rights   4 2L  2, 3  Bačárová, Vojčík 

 
 
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  Szabari, Kuzma 
ÚINF/PSW1/06  Programming of web-pages   2 2P  (ÚINF/DBS1a/15 or ÚINF/DBS/15) and ÚINF/PAZ1a/15 Guniš 
ÚINF/UPR1/15  Introduction to law for informatics   4 2L + 1P  2, 3  Sokol 
ÚFV/TMS/10  Secrets of microworld   3 2L  2, 3  Vokál, Vrláková 
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 - 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 


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 
ÚTVŠ/TVb/11  Sports Activities II.   2 2P  Horbacz, Kaško, Küchelová, Uher, Vokál, Čurgali, Berta, Kručanica, Melichar, Tomková 
ÚTVŠ/TVc/11  Sports Activities III.   2 2P  Čurgali, Horbacz, Kaško, Küchelová, Uher, Vokál, Berta, Kručanica, Melichar, Tomková 
ÚTVŠ/TVd/11  Sports Activities IV.   2 2P  Čurgali, Horbacz, Kaško, Küchelová, Uher, Vokál, Berta, Kručanica, Melichar, Tomková 
ÚTVŠ/KP/12  Survival Course   2 36sP    Dombrovský, Kručanica 
ÚTVŠ/ÚTVŠ/CM/13  Seaside Aerobic Exercise   2 36sP    Horbacz 
ÚTVŠ/LKSp/13  Summer Course-Rafting of TISA River   2 36sP    Kaško 


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, Naďová 
KGER/NJKG/07  Communicative Grammar in German Language   2 2P    Jenčíková 

 

Certified study programmes
Abbreviation Name
IB1
Ethics in Biomedical Sciences For Medical Practice
IB10
Medzinárodný certifikát ECo-C
IB11
Medzinárodný certifikát 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
Medzinárodný certifikát TOEFL
ITpP
IT pre prax
Z-E-S
Zahraničná Erasmus stáž

 

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