Course schedules (i.e.when and which courses should be completed and how they should be linked)

 

 

The below course schedules apply to students starting in their respective academic year. The rule is simple: if you have started your studies in 2019, the course schedule for students of 2019/2020 applies to you until the end of your studies.

 

The course schedule description " academic year 2019/20 and following years" means that the schedule remains valid and applies to 2019/20, 2020/21 etc.  

 

If you have repeated a study term during your studies or if you have taken a leave, your course schedule may be modified as students of the following year of studies may have an updated course schedule. The details shall be specified by the vice-dean for student affairs.

 

Abbreviations used in tables:

P/F - Pass/fail

E - Examination

G - Grading

Bioinformatics, first-cycle programme

Academic year 2019/2020 and following years

Course title

Number of hours

ECTS credits

 Form of crediting a course
1st year 2019/20 Lecture Class Lab  
1st semester  
Discrete mathematics (1000-711MAD) 30 30   4,5 E
Linear algebra (1000-711ALI) 30 30   4,5 E
Cell biology (1000-713BKM) 60 30   5,5 E
Calculus (1000-711RRC) 30 60   5,5 E
Introduction to computer science (1000-711WIN) 30   30 5 E
Intellectual property rights - basic course (1000-OOPOWI) 4     0,5 P/F
Workplace health and safety (0000-BHP-OG) 4     0,5 P/F
Physical education   30   0 P/F
Introduction to biology (1000-711WBI) 30 30   4,5 E
 
2nd semester  
Fundamentals of chemistry (1000-711PCH) 60 45   7 E
Fundamentals of physics (1000-711PFI) 60 30   5,5 E
Scientific computation (1000-712ONA) 30   30 5 E
Ecology (1000-712EKO) 30 30   4,5 E
Biochemistry (1000-712BCH) 30 30   4,5 E
Physical education   30   0 P/F
General university courses 30     3 G/E
Total 428 375 60 60  
 
2nd year 2020/21 Lecture Class Lab  
Optimization and game theory (1000-715bOTG) 30 30   4,5 E
Probability theory (1000-712bRPR) 30 45   5 E
Object-oriented design and programming (1000-713PPO) 30   30 4,5 E
Introduction to bioinformatics 1 (1000-711BI1) 15   45 4,5 E
Molecular biology with genetics 1 (1000-713BM1) 60 30   5 E
Algorithms and data structures (1000-712ASD) 30 15 15 4,5 E
Statistical data analysis (1000-714SAD) 30 15 30 6 E
Molecular biology with genetics 2 (1000-714BM2) 30 30   4,5 E
Introduction to bioinformatics 2 (1000-714BI2) 15   45 4,5 E
Molecular fundamentals of enzymology (1000-714MPE) 30 30   4,5 E
Metabolism physiology and regulation (1000-714FRM) 30 30   4,5 E
General university courses * 60     6 G/E
Foreign language exam (B2)       2 E
Physical education   30   0 P/F
Total 330 255 165 60  
 
3rd year 2021/22 W Ć L  
Mathematical models in natural sciences (1000-716MNP) 30 30 15 4 E
Biological coordinate systems(1000-715BSK) 30 30   3,5 E
Genome-scale technologies (1000-715TSG) 30   30 3,5 E
Systems biology (1000-716BIS) 15   45 3,5 E
1st elective course for 3rd grade Bioinformatics 30   30 6 E
2nd elective course for 3rd grade Bioinformatics 30   30 6 E
Evolutionism (1000-716EWO) 30   30 3,5 E
3rd elective course for 3rd grade Bioinformatics 30 30   6 E
4th elective course for 3rd grade Bioinformatics 30 30   6 E
5th elective course for 3rd grade Bioinformatics 30 30   6 E
B.Sc. degree laboratory     90 12 P/F
Total 285 150 270 60  
 
Total study programme 1043 780 495 180  

In total, in general university courses you need to collect at least 5 ECTS in the humanities and the social sciences.

Academic year 2021/22

Course title Number of hours  ECTS credits Form of crediting a course
1st year 2021/22 Lecture Class Lab Total  
1 semester  
Linear algebra (1000-711ALI) 30 30   60 4,5 E
Calculus 1 (1000-711RRC) Formerly: Calculus 30 60   90 6,5 E
Introduction to computer science (1000-711WIN) 30   30 60 5 E
Fundamentals of chemistry (1000-711PCH) 45 45   90 6 E
Cell biology (1000-711BKM) 30 15   45 3 E
Fundamentals of organismal and environmental biology (1000-711BOS) 45     45 2,5 E
Intellectual property rights - basic course (1000-OOPOWI) 4     4 0,5 E
Workplace health and safety (0000-BHP-OG) 4     4 0,5         P/F
Physical education   30   30 0 P/F
 
2nd semester  
Discrete mathematics (1000-711MAD) 30 30   60 4,5 E
Calculus 2 (1000-712RRC2) 30 30   60 4,5 E
Fundamentals of physics (1000-711PFI) 60 30   90 5,5 E
Introduction to the structure of proteins and nucleic acids (1000-712SBN) 15     15 1 G
Microbiology (1000-712MIB) 30 15   45 3 E
Scientific computations (1000-712ONA) 30   30 60 5 E
Biochemistry (1000-712BCH) 30 30   60 4,5 E
Physical education   30   30 0 P/F
General university courses 30     30 3 G
Total         59,5  
 
2nd year 2022/23 Lecture Class Lab Total  
Optimization and game theory (1000-715bOTG) 30 30   60 4,5 E
Probability theory (1000-712bRPR) 30 45   75 5 E
Object-oriented design and programming (1000-713PPO) 30   30 60 4,5 E
Introduction to bioinformatics 1 (1000-711BI1) 15   45 60 4,5 E
Statistical data analysis (1000-714SAD) 30 15 30 75 6 E
Molecular biology with genetics 1 (1000-713BM1) 60 30   90 5 E
Molecular biology with genetics 2 (1000-714BM2) 30 30   60 4,5 E
Algorithms and data structures (1000-712ASD) 30 15 15 60 4,5 E
Introduction to bioinformatics 2 (1000-714BI2) 15   45 60 4,5 E
Molecular fundamentals of enzymology (1000-714bMPE) 15 30   45 3,5 E
Elective courses 60 60   120 10 E
General university courses 30     30 3 G
Physical education   30   30 0 P/F
Total         59,5  
 
3rd year 2023/24 Lecture Class Lab Total    
Mathematical models in natural sciences (1000-716MNP) 30 30 15 75 5 E
Biological coordinate systems (there will be a new code) 30 30 30 90 4,5 E
Genome-scale technologies (1000-715TSG) 30   30 60 4,5 E
Systems biology (1000-716BIS) 15   45 60 4,5 E
Elective courses 120 120   240 21 E
Evolutionism (1000-716EWO) 30   30 60 4,5 E
General university courses 30     30 3 E
Foreign language exam (B2)         2 E
B.Sc. degree laboratory         12 P/F
Total         61  
 
Total study programme         180  

Bioinformatics, second-cycle programme

Bioinformatics second cycle programme, academic year 2019/2020 and following years

Course title Number of hours ECTS credits Form of crediting a course
1st year 2019/20 Lecture Class Lab Total  
Obligatory and specific programme courses, elective and complementary courses         48 E
General university courses 60       6 E/G
MSc seminar for Bioinformatics   60   60 6 P/F
Total 0 60 0 60 60  
 
2nd year 2020/21 Lecture Class Lab Total  
Obligatory and specific programme courses, elective and complementary courses         34 E
MSc seminar for Bioinformatics   60   60 6 P/F
Master thesis         20 E
Total   60   60 60  
 
Total study programme 420 540   960 120  
             
Within 6 ECTS credits for general university courses you need to collect at least 5 ECTS in the humanities and the social sciences
Within 120 ECTS credits required to complete studies, 36 ECTS credits should be collected for obligatory courses (see table below)
Within 120 ECTS credits required to complete studies, 22 ECTS credits should be collected for specific programme courses (see table below)
Within 120 ECTS credits required to complete studies, 24 ECTS credits should be collected for elective and complementary courses
             
Obligatory courses for Bioinformatics, second cycle programme Number of hours ECTS credits Form of crediting a course
Course title Lecture Class Lab Total  
Modeling of complex biological systems (1000-719bMSB) 30   30 60 6 E
Genome-scale technologies 2(1000-719bTG2) 30   30 60 6 E
Drug design (1000-717PRL) 30 30   60 6 E
Statistical data analysis 2 (1000-718SAD) 30   30 60 6 E
Comparative genomics (1000-719GP2) 30   30 60 6 E
Architecture of large projects in bioinformatics (1000-717ADP) 30   30 60 6 E
 
Total study programme 36  
             
Specific programme courses for Bioinformatics, second cycle programme Number of hours ECTS credits Form of crediting a course
Course title Lecture Class Lab Total  
Courses offered avery year
Introduction to quantum mechanics of molecular systems (1100-2BB111) 30 30   60 5 E
Knowledge representation (1000-2M11RW) 30   30 60 6 E
Methods of structural biology (1000-717MBS) 30 30   60 6 E
Virtual reality methods in bioinformatics (1000-718MWR) 30   30 60 6 E
Fundamentals of molecular medicine (1000-718PMM) 30 30   60 6 E
Introduction to computational biology (1000-2N03BO) 30   30 60 6 E
Stochastic processes in biology and social sciences (1000-135PSB) 30 30   60 6 E
Mathematical Models of Biology and Medical Sciences (1000-135MBM) 30 30   60 6 E
Stochastic Simulations (1000-135SST) 30 30   60 6 E
Courses offered in selected years
Mathematical and computational methods in natural sciences (1100-4PM23) 60     60 5  
 R programming, data transformations and data visualization (1000-1M16RWD) 30   30 60 6 E
Computational Molecular Medicine (1000-2M14OMM) 30   30 60 6 E
Molecular quantum mechanics (1101-4Bio22) 30 30   60 6 E
Total study programme 22  

 

Bioinformatics second cycle programme, academic year 2021/22

Course title Lecture Class Lab Total ECTS Form of crediting a course
1st year 2021/22
Obligatory and specific programme courses, elective and complementary courses         48 E
General university courses 60       6 E/G
MSc seminar for Bioinformatics   60   60 6 P/F
Total 0 60 0 60 60  
 
2nd year 2022/23 Lecture Class Lab Total  
Obligatory and specific programme courses, elective and complementary courses         34 E
MSc seminar for Bioinformatics   60   60 6 P/F
Master thesis         20 E
Total   60   60 60  
 
Total study programme 420 540   960 120  
             
Within 6 ECTS credits for general university courses you need to collect at least 5 ECTS in the humanities and the social sciences
Within 120 ECTS credits required to complete studies, 36 ECTS credits should be collected for obligatory courses (see table below)
Within 120 ECTS credits required to complete studies, 22 ECTS credits should be collected for specific programme courses (see table below)
Within 120 ECTS credits required to complete studies, 24 ECTS credits should be collected for elective and complementary courses
 
Obligatory courses for Bioinformatics, second cycle programme Lecture Class Lab Total ECTS  
Modeling of complex biological systems (1000-719bMSB) 30   30 60 6 E
Genome-scale technologies 2 (1000-719bTG2) 30   30 60 6 E
Drug design (1000-717PRL) 30 30   60 6 E
Statistical data analysis 2 (1000-718SAD) 30   30 60 6 E
Comparative genomics (1000-719GP2) 30   30 60 6 E
Architecture of large projects in bioinformatics (1000-717ADP) 30   30 60 6 E
 
Total study programme 36  
     
List of Specific programme courses for 2nd cycle Bioinformatics available in usosweb: https://usosweb.mimuw.edu.pl/kontroler.php?_action=katalog2/przedmioty/szukajPrzedmiotu&method=faculty_groups&jed_org_kod=10000000&cp_showDescriptions=0&cp_showGroupsColumn=0&cp_cdydsDisplayLevel=2&f_tylkoWRejestracji=0&f_obcojezyczne=0&kierujNaPlanyGrupy=0&grupaKod=1000-BINF-MGR-KIER

 

Bioinformatics second-cycle programme, academic year 2022/23 and following years

 

Course title Lecture Class Lab Total ECTS Form of crediting a course
1st year 2022/23
Obligatory and specific programme courses, elective and complementary courses         48 E
General university courses 60       6 E/G
MSc seminar for Bioinformatics   60   60 6 P/F
Total 0 60 0 60 60  
 
2nd year 2023/24 Lecture Class Lab Total  
Obligatory and specific programme courses, elective and complementary courses         34 E
MSc seminar for Bioinformatics   60   60 6 P/F
Master thesis         20 E
Total   60   60 60  
 
Total study programme 420 540   960 120  
             
Within 6 ECTS credits for general university courses you need to collect at least 5 ECTS in the humanities and the social sciences
Within 120 ECTS credits required to complete studies, 36 ECTS credits should be collected for obligatory courses, including 6 ECTS for a course from the Genomic Scale Technologies group (see table below)
Within 120 ECTS credits required to complete studies, 16 ECTS credits should be collected for specific programme courses (see table below)
Within 120 ECTS credits required to complete studies, 30 ECTS credits should be collected for elective and complementary courses
 
Obligatory courses for Bioinformatics, second cycle programme Lecture Class Lab Total ECTS  
Modeling of complex biological systems (1000-719bMSB) 30   30 60 6 E
A course from Genome-scale technologies 2 group - currently available only: (1000-719bTG2) 30   30 60 6 E
Drug design  (1000-717PRL) 30 30   60 6 E
Statistical data analysis 2 (1000-718SAD) 30   30 60 6 E
Comparative genomics (1000-719GP2) 30   30 60 6 E
Architecture of large projects in bioinformatics (1000-717ADP) 30   30 60 6 E
 
Total study programme 36  
     
List of specific programme courses list of courses available in usosweb: https://usosweb.mimuw.edu.pl/kontroler.php?_action=katalog2/przedmioty/szukajPrzedmiotu&method=faculty_groups&jed_org_kod=10000000&cp_showDescriptions=0&cp_showGroupsColumn=0&cp_cdydsDisplayLevel=2&f_tylkoWRejestracji=0&f_obcojezyczne=0&kierujNaPlanyGrupy=0&grupaKod=1000-BINF-MGR-KIER



 

 

Computer Science, first cycle programme

Academic year 2019/20

Course title

Number of hours

 ECTS credits Form of crediting a course
1st year 2019/20 Lecture Class Lab Total  
1st semester  
Mathematical analysis for computer science I (1000-211bAM1) 30 60   90 6 E
Geometry with linear algebra (1000-211bGAL)
30 60   90 6 E
Foundations of mathematics (1000-211bPM) 30 30   60 5 E
Introduction to programming (functional approach or imperative approach (1000-211bWPF/1000-211bWPI ) 60 60 30 150 13 E
Physical education   30   30 0 P/F
Intellectual property rights - basic course (1000-OOPOWI) 4     4 0,5 P/F
Workplace health and safety (0000-BHP-OG) 4     4 0,5 P/F
 
2nd semester  
Mathematical analysis for computer science II (1000-212bAM2) 45 60   105 7,5 E
Discrete mathematics (1000-212bMD) 45 60   105 7,5 E
Object-oriented programming (1000-212bPO) 30 30 30 90 7 E
Individual programming project (1000-222bIPP)     30 30 4 G
General university courses         3 G/E
Total 278 390 90 758 60  
 
2nd year 2020/21 Lecture Class Lab Total  
Algorithms and data structures (1000-213bASD) 30 30 30 90 7,5 E
Databases (1000-213bBAD) 30   30 60 5,5 E
Concurrent programming (1000-213bPW) 30 30 30 90 7,5 E
Probability theory and statistics (1000-213bRPS) 30 30 15 75 5,5 E
Languages and tools for programming I (1000-223bJNP1)     30 30 2 G
Computer networks (1000-214bSIK) 30   30 60 5,5 E
Operating systems (1000-214bSOB) 30   30 60 5,5 E
Web applications (1000-214bWWW) 30   30 60 5,5 E
Languages, automata and computations (1000-214bJAO) 30 30   60 5 E
Software engineering (1000-214bIOP) 30   30 60 5,5 E
Languages and tools for programming II (1000-224bJNP2)   30   30 2 G
General university courses         3 G/E
Physical education   60   60 0 P/F
Total 270 210 255 735 60  
 
3rd year 2021/22 Lecture Class Lab Total  
Team programming project (1000-2L5ZPP)     60 60 9 G
Program semantics and verification (1000-215bSWP) 30 30   60 5 E
Security of computer systems (1000-215bBSK) 30   30 60 5 E
Numerical methods (1000-215bMNU) 30 30 15 75 6 E
Languages and tools for programming III (1000-225bJNP3)   30   30 2 G
1st elective course* 30 30   60 6 E
Social and professional issues of computer science (1000-214bPSZ) 30     30 2 G
Programming languages and paradigms (1000-216bJPP) 30   60 90 8 E
2nd elective course* 30 30   60 6 E
3rd elective course* 30 30   60 6 E
General university courses**         3 G/E
Foreign language exam (B2)         2 E
Total 240 180 165 585 60  
 
Total study programme 788 780 510 2078 180  

* within 3 Elective courses you need to obtain a credit for 2 Elective courses from the group of Permanent elective courses for Computer Science.

** in total, in general university courses you need to collect at least 5 ECTS in the humanities and the social sciences.

 

Academic year 2020/21

Course title Number of hours ECTS credits Form of crediting a course
1st year 2020/21 Lecture Class Lab Total  
1st semester  
Mathematical analysis for computer science I (1000-211bAM1) 30 60   90 6 E
Geometry with linear algebra (1000-211bGAL) 30 60   90 6 E
Foundations of mathematics (1000-211bPM) 30 30   60 5 E
Introduction to programming (functional or imperative approach)(1000-211bWPF/1000-211bWPI ) 60 60 30 150 13 E
Intellectual property rights - basic course (1000-OOPOWI) 4     4 0,5 P/F
Workplace health and safety (0000-BHP-OG) 4     4 0,5 P/F
 
2nd semester  
Mathematical analysis for computer science II (1000-212bAM2) 45 60   105 7,5 E
Discrete mathematics (1000-212bMD) 45 60   105 7,5 E
Object-oriented programming (1000-212bPO) 30 30 30 90 7 E
Individual programming project (1000-222bIPP)     30 30 4 G
General university courses 30*     30 3 G/E
Physical education   30   30 0 P/F
Total 318 390 90 788 60  
 
2nd year 2021/22 Lecture Class Lab Total  
Algorithms and data structures (1000-213bASD) 30 30 30 90 7,5 E
Databases (1000-213bBAD) 30   30 60 5,5 E
Concurrent programming (1000-213bPW) 30 30 30 90 7,5 E
Probability theory and statistics (1000-213bRPS) 30 30 15 75 5,5 E
Languages and tools for programming I (1000-223bJNP1)     30 30 2 G
Computer networks (1000-214bSIK) 30   30 60 5,5 E
Operating systems (1000-214bSOB) 30   30 60 5,5 E
Web applications (1000-214bWWW) 30   30 60 5,5 E
Languages, automata and computations (1000-214bJAO) 30 30   60 5 E
Software engineering (1000-214bIOP) 30   30 60 5,5 E
Languages and tools for programming II (1000-224bJNP2)   30   30 2 G
General university courses 30*     30 3 G/E
Physical education   60   60 0 P/F
Total 300 210 255 765 60  
 
3rd year 2022/23 Lecture Class Lab Total  
Team programming project (1000-2L5ZPP)     60 60 9 G
Program semantics and verification (1000-215bSWP) 30 30   60 5 E
Security of computer systems (1000-215bBSK) 30   30 60 5 E
Numerical methods (1000-215bMNU) 30 30 15 75 6 E
Languages and tools for programming III (1000-225bJNP3)   30   30 2 G
1st elective course 30 30   60 6 E
Social and professional issues of computer science (1000-214bPSZ) 30     30 2 G
Programming languages and paradigms (1000-216bJPP) 30   60 90 8 E
2nd elective course 30 30   60 6 E
3rd elective course 30 30   60 6 E
General university courses* 30*     30 3 G/E
Foreign language exam (B2)         2 E
Total 270 180 165 615 60  

* indicative/estimate number of hours needed to collect the required number of ECTS credits; remember that within general university courses, you need to collect at least 5 ECS credits in the humanities and the social sciences.

 

Within elective courses the split into elective courses and permanent elective courses (offered every year) is no longer valid.

Academic year 2022/23

Course title
Number of hours
ECTS credits
Form of crediting
a course
1st year 2022/23

Lectu

re

 Class Lab Total  
1st semester  

Mathematical analysis for computer science I (1000-211cAM1) or

Mathematical analysis for computer science I with Mathematica (1000-211cAMM1)

 30 45   75 6 E
Geometry with linear algebra  (1000-211bGAL) 30 60   90 6 E
Foundations of mathematics (1000-211bPM) 30 30   60 5 E
Introductory programming (1000-211bWPI) 60 60 30 150 12 E
Intellectual property rights - basic course (1000-OOPOWI) 4     4 0,5 P/F
Workplace health and safety (0000-BHP-OG) 4     4 0,5 P/F
 
2nd semester  

Mathematical analysis for computer science II (1000-212cAM2) or

Mathematical analysis for computer science II I with Mathematica (1000-212cAMM2)

 30 60   90 6 E
Discrete mathematics (1000-212bMD) 45 60   105 7 E
Object-oriented programming (1000-212cPO) 30   60 90 8 E
Computer architecture and operating systems (1000-212bAKSO) 30   30 60 6  
Physical education   30   30 0 P/F
General university courses*       30 3 G/E
Total 293 345 120 788 60  
 
2nd year 2023/24 Lecture Class Lab Total  
Algorithms and data structures (1000-213bASD) 30 30 30 90 9 E
Databases 15   15 30 4 E
Concurrent programming (1000-213bPW) 30 30 30 90 9 E
Probability theory 30 30   60 5 E
C++ or Python course     30 30 4 G
Computer networks (1000-214bSIK) 30   30 60 7 E
Web applications (1000-214bWWW) 30   30 60 7 E
Languages, automata and computations (1000-214bJAO) 30 30   60 5 E
Software engineering (1000-214bIOP) 30     30 3 E
Introduction to Machine Learning 30   30 60 7 G
Physical education   60   60 0 P/F
Total 255 180 195 630 60  
 
3rd year 2024/25

Lecture

 Class Lab Total  
Team programming project (1000-2L5ZPP)     60 60 9 G
Social and professional issues of computer science (1000-214bPSZ) 30     30 3 G
1st facultative course 30 30   60 6 E
2nd facultative course 30 30   60 6 E
3rd facultative course 30 30   60 6 E
Elective tool course     30 30 4  
1st elective course 30 30   60 6 E
2nd elective course 30 30   60 6 E
3rd elective course 30 30   60 6 E
General university courses*       60 6 G/E
Foreign language exam (B2)         2 E
Total 210 180 90 540 60  
 
Total study programme 758 705 405 1958 180  
             
* indicative/estimate number of hours            

Computer Science, second cycle programme

Academic year 2019/20, 2020/21, 2021/22, 2022/23

Course title Number of hours ECTS credits Forma of crediting a course
1st year 2019/20 Lecture Class Lab Total  
Logics for computer scientists (1000-217bLOG) 30 30   60 6 E
Compiler construction (1000-217bMRJ) 30 30 30 90 9 E
Ideas and informatics (1000-217bIII) (seminar) 30     30 3 P/F
Elective courses 120 120   240 24** E
Computational complexity (1000-218bZO) 30 30   60 6 E
1 course from the group: 1000-INF-PWIR Elective courses: concurrent and distributed programming (see below)* 30 30   60 6 E
Master seminars for Computer Science 60     60 6 P/F
Total 330 240 30 630 60  
 
2nd year 2020/21 Lecture Class Lab Total  
Elective courses 150 150   300 30*** E
General university courses 60       6 G/E
Master seminars for Computer Science 60     60 6 E
Master thesis       0 18 E
Total 210 150 0 360 60  
 
Total study programme 540 390 30 960 120  

In total, in general university courses you need to collect at least 5 ECTS credits in the humanities and the social sciences.

* you may choose among: High performance computing (1000-218bHPC), Theory of concurrency (1000-218bTW), Distributed systems (1000-217bSR), Big data processing and cluster computing (1000-218bPDD).

** this is equivalent to 4 standard elective courses of 6 ECTS each (note that some courses may be worth fewer ECTS credits).

*** this is equivalent to 5 standard elective courses of 6 ECTS each (note that some courses may be worth fewer ECTS credits).

JSIM 3I+4M

Academic year 2017/18

1st semester 2017/2018
Course title Number of hours ECTS credits Form of crediting a course Course linking
Lecture Class Lab Total S1-INF S1-MAT
Mathematical analysis I.1 (1000-111bAM1a) 60 60   120 10 G JSIM11 JSIM2I
Linear algebra and geometry I (1000-111bGA1a) 30 60   90 8 G JSIM11 JSIM2I
Foundations of mathematics (1000-211bPM) 30 30   60 5 E JSIM11 JSIM2I
Introduction to programming (functional approach 1000-211bWPF or imperative approach 1000-211bWPI) 60 60 30 150 13 E JSIM11 JSIM2I
Physical education   30   30 0 P/F JSIM11 JSIM2I
Intellectual property rights - basic course 4     4 0,5 P/F JSIM11 JSIM2I
Workplace health and safety (0000-BHP-OG) 4     4 0,5 P/F JSIM11 JSIM2I
                 
2nd semester 2017/18    
Mathematical analysis I.2 (1000-112bAM2a) 60 60   120 10 E JSIM12 JSIM2I
Linear algebra and geometry II (1000-112bGA2a) 60 60   120 10 E JSIM12 JSIM2I
Object-oriented programming (1000-212bPO) 30 30 30 90 7 E JSIM12 JSIM3I
Individual programming project (1000-222bIPP)     30 30 4 G JSIM12  
General university courses 30**       3 G/E JSIM12 JSIM2I
  368 390 90 848 71      
                 
2nd year 2018/19
Course title Number of hours ECTS credits Forma of crediting a course Course linking
Lecture Class Lab Total S1-INF S1-MAT
Mathematical analysis II.1 (1000-113bAM3a) 60 60   120 10 E JSIM2I JSIM2I
Topology I (1000-113bTP1a) 30 45   75 7,5 E   JSIM2I
Databases (1000-213bBAD) 30   30 60 5,5 E JSIM2I JSIM3I
Concurrent programming (1000-213bPW) 30 30 30 90 7,5 E JSIM2I  
Languages and tools for programming I (1000-223bJNP1)     30 30 2 G JSIM2I  
Mathematical analysis II.2 (1000-114bAM4a) 30 45   75 7,5 E   JSIM2I
Computer networks (1000-214bSIK) 30   30 60 5,5 E JSIM2I  
Operating systems (1000-214bSOB) 30   30 60 5,5 E JSIM2I  
Discrete mathematics (1000-212bMD) 45 60   105 7,5 E JSIM2I JSIM3I
Web applications (1000-214bWWW) 30   30 60 5,5 E JSIM2I  
Languages, automata and computations (1000-214bJAO) 30 30   60 5 E JSIM2I JSIM3I
Software engineering (1000-214bIOP) 30   30 60 5,5 E JSIM2I  
General university courses 30**       6 G/E JSIM2I JSIM2I
Physical education   60   60 0 P/F JSIM2I JSIM2I
  345 225 210 780 80,5      
                 
3rd year 2019/2020
Course title Number of hours ECTS credits Form of crediting a course Course linking
Lecture Class Lab Total S1-INF S1-MAT
Algorithms and data structures (1000-213bASD) 30 30 30 90 7,5 E JSIM3I  
Languages and tools for programming II (1000-224bJNP2)   30   30 2 G JSIM3I  
Team programming project (1000-2L5ZPP)     60 60 9 G JSIM3I  
Program semantics and verification (1000-215bSWP) 30 30   60 5 E JSIM3I  
Security of computer systems (1000-215bBSK) 30   30 60 5 E JSIM3I  
Numerical methods (1000-215bMNU) 30 30 15 75 5 E JSIM3I JSIM3I
Languages and tools for programming III (1000-225bJNP3)   30   30 2 G JSIM3I  
1st elective course 30 30   60 6 E JSIM3I  
Social and professional issues of computer science (1000-214bPSZ) 30     30 2 G JSIM3I  
Vocational training   60   60 2 P/F JSIM3I JSIM3I
Programming languages and paradigms (1000-216bJPP) 30   60 90 7 E JSIM3I  
2nd elective course 30 30   60 6 E JSIM3I  
3rd elective course 30 30   60 6 E JSIM3I  
Probability theory I (1000-114bRP1a) 30 45   75 7,5 E JSIM3I JSIM3I
Foreign language exam (B2)         2 E JSIM3I JSIM3I
  270 285 165 720 74      
                 
4th year 2020/2021
Course title Number of hours ECTS credits Form of crediting a course Course linking
Lecture Class Lab Total S1-INF S1-MAT
Statistics I (1000-115ST1a) 30 30   60 6 E   JSIM4I
Algebra I (1000-113bAG1a) 30 45   75 7,5 E   JSIM4I
Analytic Functions of One Complex Variable (1000-134FAN) 30 30   60 6 E   JSIM4I
1st facultative course 30 30   60 6 E   JSIM4I
2nd facultative course *** 30 30   60 6 E   JSIM4I
Ordinary differential equations I (1000-114bRRZa) * 30 45   75 7,5 E   JSIM4I
Proseminar   60   60 2 P/F   JSIM4I
Bachelor thesis 30 30   60 6     JSIM4I
  240 330 0 570 53      

* - Ordinary differential equations course is conducted either with Lab (1000-114bRRZIb)  or without Lab (1000-114bRRZa), both with equal ECTS credits allocation. You may decide which course version you want to choose;

** - recommended number of hours needed to collect the requested number of ECTS credits

*** - 3 ECTS credits for facultative courses are required for the 4th year of studies in USOS, as 1 ECTS credit is calculated after the completion of JAO (Languages, automata and computations 1000-214bJAO) and linking it to the 2nd year of studies.

In total, in general university courses you need to collect at least 5 ECTS credits in the humanities and the social sciences.

JSIM 3I+4M from the academic year 2022/23

1st semester 2022/23
Course title
 Number of hours
ECTS credits
Form of crediting a course
 
 Course linking
Lecture Class Lab Total S1-INF S1-MAT
Mathematical analysis I.1 (1000-111bAM1a) 60 60   120 10 G JSIM11 JSIM2I
Linear algebra and geometry I (1000-111bGA1a) 30 60   90 8 G JSIM11 JSIM2I
Foundations of mathematics (1000-211bPM) 30 30   60 5 E JSIM11 JSIM2I
Introduction to programming 60 60 30 150 12 E JSIM11 JSIM2I
Physical education   30   30 0 P/F JSIM11 JSIM2I
Intellectual property rights - basic course 4     4 0,5 P/F JSIM11 JSIM2I
Workplace health and safety (0000-BHP-OG) 4     4 0,5 P/F JSIM11 JSIM2I
                 
2nd semester 2022/23
Mathematical analysis I.2 (1000-112bAM2a) 60 60   120 10 E JSIM12 JSIM2I
Linear algebra and geometry II(1000-112bGA2a) 60 60   120 10 E   JSIM2I
Object-oriented programming (1000-212cPO) 30   60 90 8 E JSIM12 JSIM2I
Coputer architecture and operating systems (1000-212bAKSO) 30   30 60 6   JSIM12  
General university courses       30 3 G/E JSIM12 JSIM2I
  368 360 120 878 73      
                 
2nd year 2023/24
Course title
 Number of hours
ECTS credits
Form of crediting a course
 
 Course linking

Lecture

 Class Lab Total S1-INF S1-MAT
Mathematical analysis II.1 (1000-113bAM3a) 60 60   120 10 E JSIM2I JSIM2I
Topology I (1000-113bTP1a) 30 45   75 7,5 E   JSIM2I
Databases (1000-213bBAD) 15   15 30 4 E JSIM2I JSIM2I
Concurrent programming (1000-213bPW) 30 30 30 90 9 E JSIM2I  
C++ or Python course     30 30 4 G JSIM2I  
Mathematical analysis II.2 (1000-114bAM4a) 30 45   75 7,5 E   JSIM2I
Computer networks (1000-214bSIK) 30   30 60 7 E JSIM2I  
Probability theory I(1000-114bRP1a) 30 45   75 7,5 E JSIM2I JSIM2I
Discrete mathematics (1000-212bMD) 45 60   105 7,5 E JSIM2I JSIM2I
Web applications (1000-214bWWW) 30   30 60 7 E JSIM2I  
Languages, automata and computations (1000-214bJAO) 30 30   60 5 E JSIM2I JSIM2I
Software engineering (1000-214bIOP) 30   30 60 3 E JSIM2I  
Physical education   60   60 0 P/F JSIM2I JSIM2I
  360 375 165 900 79      
                 
3rd year 2024/25
Course title
 Number of hours
ECTS
Form of crediting a course
 
 Course linking
Lecture Class Lab Total S1-INF S1-MAT
Algorithms and data structures (1000-213bASD) 30 30 30 90 9 E JSIM3I  
Elective tool course     30 30 4 G JSIM3I  
Team programming project (1000-2L5ZPP)     60 60 9 G JSIM3I  
1st facultative course 30 30   60 6 E JSIM3I  
Computational Mathematics or Numerical Methods 30 30 15 75 6 E JSIM3I JSIM3I
1st elective course (for Computer Science) 30 30   60 6 E JSIM3I  
Social and professional issues of computer science(1000-214bPSZ) 30     30 3 G JSIM3I  
2nd facultative course (for Computer Science) 30 30   60 6 E JSIM3I  
2nd elective course (for Computer Science) 30 30   60 6 E JSIM3I  
3rd elective course (for Computer Science) 30 30   60 6 E JSIM3I  
Introduction to Machine Learning 30   30 60 7 E JSIM3I  
General university courses       60 6       G/E JSIM3I JSIM3I
Foreign language exam (B2)         2 E JSIM3I JSIM3I
  270 210 165 705 76      
                 
4th year 2025/2026
Course title
 Number of hours
ECTS credits
Form of crediting a course
 
 Course linking
Lecture Class Lab Total S1-INF S1-MAT
Statistics (1000-116ST) 30 15/30 30/15 75 6 E   JSIM4I
Algebra I (1000-113bAG1a) 30 45   75 7,5 E   JSIM4I
Analytic Functions of One Complex Variable (1000-134FAN) 30 30   60 6 E   JSIM4I
1st facultative course (for Mathematics) 30 30   60 6 E   JSIM4I
2nd facultative course (for Mathematics) 30 30   60 6 E   JSIM4I
Ordinary differential equations I(1000-114aRRZa) 30 45   75 7,5 E   JSIM4I
Proseminar   60   60 2 P/F   JSIM4I
Bachelor thesis       0 8     JSIM4I
  180 240 0 465 49      

JSIM 3M+4I

JSIM 3M+4I academic year 2016

I semestr 2016/2017
Nazwa przedmiotu Liczba godzin Punkty ECTS Forma zaliczenia Podpięcia
W Ć L Razem S1-INF S1-MAT
Analiza matematyczna I.1 (1000-111bAM1a) 60 60   120 10 ZO JSIM2M JSIM11
Geometria z algebrą liniową I (1000-111bGA1a) 30 60   90 8 ZO JSIM2M JSIM11
Podstawy matematyki (1000-211bPM) 30 30   60 5 E JSIM2M JSIM11
Wstęp do programowania (funkcyjny 1000-211bWPF lub imperatywny 1000-211bWPI) 60 60 30 150 13 E JSIM2M JSIM11
Wychowanie fizyczne   30   30 1 Z JSIM2M JSIM11
Podstawy ochrony własności intelektualnej 4     4 0,5 Z JSIM2M JSIM11
Szkolenie BHP (0000-BHP-OG) 4     4 0,5 Z JSIM2M JSIM11
                 
II semestr    
Analiza matematyczna I.2 (1000-112bAM2a) 60 60   120 10 E JSIM2M JSIM12
Geometria z algebra liniową II (1000-112bGA2a) 60 60   120 10 E   JSIM12
Programowanie obiektowe (1000-212bPO) 30 30 30 90 7 E JSIM2M JSIM12
Indywidualny projekt programistyczny (1000-222bIPP)     30 30 4 ZO JSIM2M JSIM12
Przedmioty ogólnouniwersyteckie         3 ZO/E JSIM2M JSIM12
  383 450 90 923 79,5      
                 
II rok 2017/18
Nazwa przedmiotu Liczba godzin Punkty ECTS Forma zaliczenia Podpięcia
W Ć L Razem S1-INF S1-MAT
Analiza matematyczna II.1 (1000-113bAM3a) 60 60   120 10 E JSIM2M JSIM2M
Topologia I (1000-113bTP1a) 30 45   75 7 E   JSIM2M
Matematyka dyskretna (1000-212bMD) 45 60   102 7,5 E JSIM2M JSIM2M
Algebra I (potok 1) (1000-113bAG1a) 30 45   75 7,5 E   JSIM2M
Rachunek prawdopodobieństwa I (1000-114bRP1a) 30 45   75 7,5 E JSIM2M JSIM2M
Bazy danych (1000-213bBAD) 30   30 60 5,5 E JSIM2M JSIM3M
Programowanie współbieżne (1000-213bPW) 30 30 30 90 7 E JSIM2M  
Języki i narzędzia programowania - kurs 1  (1000-223bJNP1)     30 30 2 ZO JSIM2M  
Analiza matematyczna II.2 (1000-114bAM4a) 30 45   75 7 E   JSIM2M
Równania różniczkowe zwyczajne I (1000-114aRRZa) 30 45   75 7,5 E   JSIM2M
Języki, automaty i obliczenia (1000-214bJAO) 30 30   60 5 E JSIM2M JSIM3M
Przedmioty ogólnouniwersyteckie         3 ZO/E JSIM2M JSIM2M
Wychowanie fizyczne   60   60 2 Z JSIM2M JSIM2M
  300 210 90 450 74      
                 
III rok 2018/2019
Nazwa przedmiotu Liczba godzin Punkty ECTS Forma zaliczenia Podpięcia
W Ć L Razem S1-INF S1-MAT
Systemy operacyjne (1000-214bSOB) 30 30   60 5,5 E JSIM3M  
Sieci komputerowe (1000-214bSIK) 30   30 60 5,5 E JSIM3M  
Statystyka I (1000-115ST1a)/SAD 30 30   60 6 E JSIM3M JSIM3M
Algorytmy i struktury danych (1000-213bASD) 30 30 30 90 7,5 E JSIM3M  
Inżynieria oprogramowania (1000-214bIOP) 30   30 60 5,5 E JSIM3M  
Aplikacje WWW  (1000-214bWWW) 30   30 60 5,5 E JSIM3M  
Metody numeryczne (1000-215bMNU) 30 30 15 75 5 E JSIM3M JSIM3M
Funkcje analityczne 30 30   60 6 E   JSIM3M
Praktyki zawodowe   60   60 2 Z JSIM3M JSIM3M
Przedmiot fakultatywny 1 30 30   60 6 E   JSIM3M
Przedmiot fakultatywny 2 30 30   60 6 E   JSIM3M
Przedmiot obieralny stały 1 30 30   60 6 E JSIM3M  
Proseminarium   60   60 2 Z   JSIM3M
Egzamin z języka obcego (B2)         2 E JSIM3M JSIM3M
Semantyka i weryfikacja programów (1000-215bSWP) 30 30   60 5 E   JSIM3M
Przedmioty ogólnouniwersyteckie       30 3 Z/E JSIM3M JSIM3M
Praca licencjacka         6     JSIM3M
  330 270 15 435 81,5      
                 
IV rok 2019/20
Nazwa przedmiotu Liczba godzin Punkty ECTS Forma zaliczenia Podpięcia
W Ć L Razem S1-INF S1-MAT
Problemy społeczne i zawodowe informatyki (1000-214bPSZ) 30     30 2 ZO JSIM4M  

 

JSIM 3M+4I academic year 2019 and following years

I semestr 2019/2020
Nazwa przedmiotu
 Liczba godzin
Punkty ECTS
 Podpięcia
W Ć L Razem S1-INF S1-MAT
Analiza matematyczna I.1 (1000-111bAM1a) 60 60   120 10 JSIM2M JSIM11
Geometria z algebrą liniową I (1000-111bGA1a) 30 60   90 8 JSIM2M JSIM11
Podstawy matematyki (1000-211bPM) 30 30   60 5 JSIM2M JSIM11
Wstęp do programowania (funkcyjny 1000-211bWPF lub imperatywny 1000-211bWPI) 60 60 30 150 13 JSIM2M JSIM11
Wychowanie fizyczne   30   30 1 JSIM2M JSIM11
Podstawy ochrony własności intelektualnej 4     4 0,5 JSIM2M JSIM11
Szkolenie BHP (0000-BHP-OG) 4     4 0,5 JSIM2M JSIM11
               
II semestr 2015/16    
Analiza matematyczna I.2 (1000-112bAM2a) 60 60   120 10 JSIM2M JSIM12
Geometria z algebra liniową II (1000-112bGA2a) 60 60   120 10   JSIM12
Programowanie obiektowe (1000-212bPO) 30 30 30 90 7 JSIM2M JSIM12
Indywidualny projekt programistyczny (1000-222bIPP)     30 30 4 JSIM2M JSIM12
Przedmioty ogólnouniwersyteckie 30**       3 JSIM2M JSIM12
  338 390 90 818 72    
               
II rok 2019/20
Nazwa przedmiotu
 Liczba godzin
Punkty ECTS
 Podpięcia
W Ć L Razem S1-INF S1-MAT
Analiza matematyczna II.1 (1000-113bAM3a) 60 60   120 10 JSIM2M JSIM2M
Topologia I (1000-113bTP1a) 30 45   75 7   JSIM2M
Matematyka dyskretna (1000-212bMD) 45 60   105 7,5 JSIM2M JSIM2M
Algebra I (potok 1) (1000-113bAG1a) 30 45   75 7,5   JSIM2M
Rachunek prawdopodobieństwa I (1000-114bRP1a) 30 45   75 7,5 JSIM2M JSIM2M
Bazy danych (1000-213bBAD) 30   30 60 5,5 JSIM2M JSIM3M
Programowanie współbieżne (1000-213bPW) 30 30 30 90 7 JSIM2M  
Języki i narzędzia programowania - kurs 1 (1000-223bJNP1)     30 30 2 JSIM2M JSIM2M
Analiza matematyczna II.2 (1000-114bAM4a) 30 45   75 7   JSIM2M
Równania różniczkowe zwyczajne I (1000-114aRRZa)* 30 45   75 7,5   JSIM2M
Języki, automaty i obliczenia (1000-214bJAO) 30 30   60 5 JSIM2M JSIM3M
Przedmioty ogólnouniwersyteckie 60**       6 JSIM2M JSIM2M
Wychowanie fizyczne   60   60 2 JSIM2M JSIM2M
  345 210 90 450 81,5    
               
III rok 2020/2021
Nazwa przedmiotu
 Liczba godzin
Punkty ECTS
 Podpięcia
W Ć L Razem S1-INF S1-MAT
Systemy operacyjne (1000-214bSOB) 30 30   60 5,5 JSIM3M  
Sieci komputerowe (1000-214bSIK) 30   30 60 5,5 JSIM3M  
Statystyka I (1000-116bST)/SAD 30 30   60 6 JSIM3M JSIM3M
Algorytmy i struktury danych (1000-213bASD) 30 30 30 90 7,5 JSIM3M  
Inżynieria oprogramowania (1000-214bIOP) 30   30 60 5,5 JSIM3M  
Aplikacje WWW (1000-214bWWW) 30   30 60 5,5 JSIM3M  
Metody numeryczne (1000-215bMNU) 30 30 15 75 6 JSIM3M JSIM3M
Funkcje analityczne (1000-134FAN) 30 30   60 6   JSIM3M
Semantyka i weryfikacja programów (1000-215bSWP) 30 30   60 5 JSIM3M  
Przedmiot fakultatywny 1 30 30   60 6   JSIM3M
Przedmiot fakultatywny 2*** 30 30   60 6   JSIM3M
Przedmiot obieralny 1 30 30   60 6 JSIM3M  
Proseminarium   60   60 2   JSIM3M
Egzamin z języka obcego (B2)         2 JSIM3M JSIM3M
Praca licencjacka         6   JSIM3M
               
IV rok 2021/22
Nazwa przedmiotu
 Liczba godzin
Punkty ECTS
 Podpięcia
W Ć L Razem S1-INF S1-MAT
Problemy społeczne i zawodowe informatyki (1000-214bPSZ) 30     30 2 JSIM4M  
Bezpieczeństwo systemów komputerowych (1000-215bBSK) 30   30 60 5 JSIM4M  
Języki i paradygmaty programowania (1000-216bJPP) 30   60 90 8 JSIM4M  
Języki i narzędzia programowania - kurs 2 (1000-224bJNP2)   30   30 2 JSIM4M  
Języki i narzędzia programowania – kurs 3 (1000-225bJNP3)   30   30 2 JSIM4M  
Zespołowy projekt programistyczny (1000-2L5ZPP)     60 60 9 JSIM4M  
Przedmiot obieralny 2 30 30   60 6 JSIM4M  
Przedmiot obieralny 3 30 30   60 6 JSIM4M  

* - Przedmiot równania różniczkowe zwyczajne prowadzony jest w wersji z laboratorium lub bez; obie wersje są jednakowo punktowane; wybór należy do Ciebie;

** - sugerowana liczba godzin potrzebna do zdobycia wymaganej liczby punktów ECTS

*** - w usosie na IV roku wymagane są 3 pkt za fakulety, ponieważ 1 pkt nalicza się po zaliczeniu i podpięciu JAO pod III rok studiów

W ramach zajęć ogólnouniwersyteckich powinieneś zdobyć co najmniej 5 pkt ECTS z przedmiotów humanistycznych lub społecznych.

JSIM 3M+4I academic year 2022/23

I semestr 2022/2023
Nazwa przedmiotu
 Liczba godzin
Punkty ECTS
 Podpięcia
W Ć L Razem S1-INF S1-MAT
Analiza matematyczna I.1 (1000-111bAM1a) 60 60   120 10 JSIM2M JSIM11
Geometria z algebrą liniową I (1000-111bGA1a) 30 60   90 8 JSIM2M JSIM11
Podstawy matematyki (1000-211bPM) 30 30   60 5 JSIM2M JSIM11
Wstęp do programowania (1000-211bWPI) 60 60 30 150 12 JSIM2M JSIM11
Wychowanie fizyczne   30   30 0 JSIM2M JSIM11
Podstawy ochrony własności intelektualnej 4     4 0,5 JSIM2M JSIM11
Szkolenie BHP (0000-BHP-OG) 4     4 0,5 JSIM2M JSIM11
               
II semestr 2022/23
Analiza matematyczna I.2 (1000-112bAM2a) 60 60   120 10 JSIM2M JSIM12
Geometria z algebra liniową II (1000-112bGA2a) 60 60   120 10   JSIM12
Programowanie obiektowe (1000-212cPO) 30   60 90 8 JSIM2M JSIM12
Architektura komputerów i systemy operacyjne (1000-212bAKSO) 30   30 60 6 JSIM2M JSIM12
Przedmioty ogólnouniwersyteckie       30 3 JSIM2M JSIM12
  368 360 120 878 73    
               
II rok 2023/24
Nazwa przedmiotu
 Liczba godzin
Punkty ECTS
 Podpięcia
W Ć L Razem S1-INF S1-MAT
Analiza matematyczna II.1 (1000-113bAM3a) 60 60   120 10 JSIM2M JSIM2M
Topologia I (1000-113bTP1a) 30 45   75 7,5   JSIM2M
Matematyka dyskretna (1000-212bMD) 45 60   105 7,5 JSIM2M JSIM2M
Algebra I (potok 1) (1000-113bAG1a) 30 45   75 7,5   JSIM2M
Rachunek prawdopodobieństwa I (1000-114bRP1a) 30 45   75 7,5 JSIM2M JSIM2M
Bazy danych (1000-213bBAD) 15   15 30 4 JSIM2M JSIM2M
Programowanie współbieżne (1000-213bPW) 30 30 30 90 9 JSIM2M  
Analiza matematyczna II.2 (1000-114bAM4a) 30 45   75 7,5   JSIM2M
Kurs C++ lub Kurs Pythona     30 30 4 JSIM2M  
Równania różniczkowe zwyczajne I (1000-114aRRZa) 30 45   75 7,5   JSIM2M
Języki, automaty i obliczenia (1000-214bJAO) 30 30   60 5 JSIM2M JSIM2M
Wychowanie fizyczne   60   60 0 JSIM2M JSIM2M
  330 465 75 870 77    
               
III rok 2024/2025
Nazwa przedmiotu
 Liczba godzin
Punkty ECTS
 Podpięcia
W Ć L Razem S1-INF S1-MAT
Wstęp do uczenia maszynowego 30   30 60 7 JSIM3M  
Sieci komputerowe (1000-214bSIK) 30   30 60 7 JSIM3M  
Statystyka (1000-116bST) 30 30   60 6 JSIM3M JSIM3M
Algorytmy i struktury danych (1000-213bASD) 30 30 30 90 9 JSIM3M  
Inżynieria oprogramowania (1000-214bIOP) 30     30 3 JSIM3M  
Aplikacje WWW (1000-214bWWW) 30   30 60 7 JSIM3M  
Matematyka obliczeniowa lub Metody numeryczne (1000-215bMNU) 30 30 15 75 6 JSIM3M JSIM3M
Funkcje analityczne (1000-134FAN) 30 30   60 6   JSIM3M
Przedmiot fakultatywny matematyczny 1 30 30   60 6   JSIM3M
Przedmiot fakultatywny matematyczny 2 30 30   60 6   JSIM3M
Proseminarium   60   60 2   JSIM3M
Przedmioty ogólnouniwersyteckie       60 6 JSIM2M JSIM2M
Egzamin z języka obcego (B2)         2 JSIM3M JSIM3M
Praca licencjacka         8   JSIM3M
  300 240 135 735 81    
IV rok 2025/26
Nazwa przedmiotu
 Liczba godzin
Punkty ECTS
 Podpięcia
W Ć L Razem S1-INF S1-MAT
Problemy społeczne i zawodowe informatyki (1000-214bPSZ) 30     30 3 JSIM4M  
Przedmiot obieralny 1 30 30   60 6 JSIM4M  
Informatyczny fakultet 1 30   30 60 6 JSIM4M  
Informatyczny fakultet 2 30   30 60 6 JSIM4M  
informatyczny obieralny narzędziowy     30 30 4 JSIM4M  
informatyczny obieralny 2 30   30 60 6 JSIM4M  
Zespołowy projekt programistyczny (1000-2L5ZPP)     60 60 9 JSIM4M  
informatyczny obieralny 3 30 30   60 6 JSIM4M  
  180 60 180 420 46    

MSEM (Double Degree Program in Economics and Mathematics), first cycle

Academic year 2019/20 and following years

Course title Number of hours ECTS credits Course linking to a degree programme
1st year 2019/20 Lecture Class Lab Total  
1st semester of Mathematics MSEM  
Mathematical analysis I.1 (1000-111bAM1a) 60 60   120 10 M & E
Algebra for MSEM I (1000-111ADM1) 30 60   90 8,5 M & E
Introduction to computer science I (1000-111bWI1) 30 15 15 60 5,5 M & E
Microeconomics I (2400-PP1MI1) 30 30   60 4 M & E
Intellectual property rights - basic course (1000-OOPOWI) 4     4 0,5 M & E
Workplace health and safety (0000-BHP-OG) 4     4 0,5 M & E
Foreign Language courses, (preferably Business English)       60 2 M & E
 
2nd semester Mathematics MSEM  
Mathematical analysis I.2 (1000-112bAM2a) 60 60   120 10 M & E
Algebra for MSEM II (1000-112ADM2) 60 60   120 9 M
Macroeconomics I (2400-PP1MA1) 30 30   60 5 M & E
Foreign Language courses, (preferably Business English)       60 2 M & E
IT Tools in Economics (2400-PP1NI) 30     30 3 E
Microeconomics II (2400-PP1MI2) 30 30   60 6 E
Business English - examination         1 E
Physical Education   30   30 0 M & E
Introduction to Economics (General University Course at Mathematics) 30     30 3 M & E
             
Total         60  
 
2nd year 2020/21 of Mathematics MSEM Lecture Class Lab Total  
Mathematical analysis II.1 (1000-113bAM3a) 60 60   120 10 M & E
Topology I (1000-113bTP1a) 30 45   75 7,5 M
Computational Mathematics (1000-114bMOBa) 30 30 15 75 7,5 M
Probability theory I (1000-114bRP1a) 30 45   75 7,5 M & E
Macroeconomics, part II (2400-PP2MA2) 30 30   30 6 M & E
Microeconomics III (2400-PP2MI3)   30   30 6 M & E
Ordinary differential equations I (1000-114bRRZa) or Ordinary differential equations I with Lab (1000-114bRRZIb) 30 45   75 7,5 M
Professional internship in economics   60   60 2 E
Foreign Language courses, (preferably Business English)   120   120 4 M & E
Foreign language exam (B2)         2 M & E
Physical education   60   60 0 M & E
History of Economics/Demography/Economic History 60     60 6 M (3rd year) and E
Macroeconomics of the Open Economy (2400-PP2MGO) 60     60 5 E
Law and Elements of Commercial Law (2400-PP1PPH) 60     60 6 E
Finance I (2400-PP2FI1) 60     60 6 E
Finance II (2400-MSEM3FI2) 30 30   60 6 E
Total         60  
 
3rd year 2020/2021 of Mathematics MSEM Lecture Class Lab Total  
Statistics for MSEM (1000-115ST) 30 30   60 6 M & E
Analytic Functions of One Complex Variable (1000-134FAN) 30 30   60 6 M & E
Insurance Mathematics (2400-IiE2MU) 30 30   60 2 E
Computer Systems Design (2400-IiE2PSI) 30     30 2 E
1st elective course for 1st degree studies in mathematics 30 30   60 6 M
2nd elective course for 1st degree studies in mathematics 30 30   60 6 M
3rd elective course for 1st degree studies in mathematics 30 30   60 6 M
Elective course in economics (from the group: 2400-WKWW) 30 30   60 6 E
Probability Theory II (1000-135RP2) 30 30   60 6 M
Econometrics (2400-PP3EKOb) 30 30   60 7 M & E
Accounting (as general university course in MAT) 30     30 3 E
Time Series Analysis (2400-IiE3ASC) 30     30 3 E
Database management courses (from the group: 2400-PL-liE3ZBD)   30   30 3 M & E
Proseminar for mathematics   60   60 2 M
Proseminar for economics   60   60 7 E
Bachelor thesis in mathematics         8 M
Bachelor thesis in economics       0 10 E
Total 360 450 0 810    
 
Total study programme 360 450 0 810    


Academic year 2022/23

 Course title
 Number of hours
ECTS
 Course linking to a degree
 
programme
1st year 2022/23 Lecture Class Lab Total  
 1st semester of Mathematics MSEM  
Mathematical analysis I.1 (1000-111bAM1a) 60 60   120 10 M & E
Algebra for MSEM I/GAL I (1000-111ADM1) 30 60   90 8,5 M & E
Introduction to computer science I (1000-111bWI1) 30 15 15 60 5,5 M
Microeconomics I (2400-PP1MI1) 30 30   60 4 M & E
Intellectual property rights - basic course (1000-OOPOWI) 4     4 0,5 M & E
 Workplace health and safety (0000-BHP-OG) 4     4 0,5 M & E
History of Economics/Demography/Economic History - (group: 2400-PL-MSEM2HG) 60     60 6 M(3rd year) E
Introduction to Economics (General University Course at Mathematics) 30     30 3 M & E
Foreign Language courses, (Business English)       60 2 M & E
 
 2nd semester Mathematics MSEM  
Mathematical analysis I.2 (1000-112bAM2a) 60 60   120 10 M & E
Algebra for MSEM II/GAL II (1000-112ADM2) 60 60   120 9 M
Macroeconomics I (2400-PP1MA1) 30 30   60 5 M & E
Foreign Language courses   60   60 2 M & E
IT Tools in Economics (2400-PP1NI) 30     30 3 E
Microeconomics II (2400-PP1MI2) 30 30   60 5 E
Physical Education   30   30 0 M & E
Business English - examination         1 E
             
 
2nd year 2023/24 of Mathematics MSEM Lecture Class Lab Total  
Mathematical analysis II.1 (1000-113bAM3a) 60 60   120 10 M & E
Topology I (1000-113bTP1a) 30 45   75 7,5 M
Computational Mathematics (1000-114bMOBa) 30 30 15 75 7,5 M
Probability theory I (1000-114bRP1a) 30 45   75 7,5 M & E
Macroeconomics, part II (2400-PP2MA2) 30 30   30 6 M & E
Microeconomics III (2400-PP2MI3)   30   30 6 M & E
Ordinary differential equations I (1000-114bRRZa) 30 45   75 7,5 M
 Foreign Language courses, (preferably Business English)   60   60 4 M & E
Foreign language exam (B2)         2 M & E
Physical Education   60   60 0 M & E
Macreoeconomics of the Open Economy (2400-PP2MGO) 30 30   60 5 E
Law and Elements of Commercial Law (2400-PP1PPH) 60     30 6 E
Finance I (2400-PP2FI1) 30 30   60 6 E
Finance II (2400-PP2FI2) 30 30   60 6 E
Computer Systems Design (2400-IiE2PSI)   30   30 2 E
             
 
3rd year 2024/25 of Mathematics MSEM Lecture Class Lab Total  
Statistics for MSEM 30 30   60 6 M & E
Analytic Functions of One Complex Variable (1000-134FAN) 30 30   60 6 M
Insurance Mathematics (2400-IiE2MU)   30   30 2 E
First facultative course 30 30   60 6 M
Second facultative course 30 30   60 6 M
Third facultative course 30 30   60 6 M
Elective course in economics (from the group: 2400-WKWW) 60     60 4 E
Probability Theory II (1000-135RP2) 30 30   60 6 M
Econometrics (2400-PP3EKOb) 30 30   60 7 M & E
Accounting (2400-PP3RAC) (General University Course at Mathematics) 30     30 3 E
Time Series Analysis (2400-IiE3ASC) 30     30 3 E
Database management courses (from the group: 2400-PL-liE3ZBD)   30   30 3 M & E
Proseminar for mathematics   60   60 2 M
Proseminar for economics plus bachelor thesis   60   60 17 E
Bachelor thesis in mathematics         8 M
General University Course         12 E
Professional internship in economics 120     120 3 E
             

Machine Learning

Course name
 

 Number of hours ECTS credits Form of crediting a course
1st year 2021/22 Lecture Practical class Labs or Seminar Total    
1st semester  
Bootcamp – introduction to mathematics (1000-317bBIM) 15 15   30 3 test
Bootcamp – introduction to machine learning 1000-317bBUM 10   10 20 3 test/
project
Ideas and informatics 1000-317bIII     30 30 3

essay/project
Statistical machine learning 1000-317bSML 30   30 60 6 E
Deep neural networks 1000-317bDNN 30   30 60 6 E
Robot control 1000-317bRC 30   30 60 6 E
Master seminar in the field of machine learning and artificial intelligence     30 30 3 G
 
2nd semester  
Visual recognition 1000-318bVR 30   30 60 5 E/project
Natural language processing 1000-318bNLP 30   30 60 5 E/project
Reinforcement learning 1000-318bRL 30 30   60 6 E
Master seminar in the field of machine learning and artificial intelligence     30 30 2 G
Elective courses 60 60   120 12