Major Informatics and Econometrics

List of courses - Spring semester, 2019/2020

Subject	Number of hours	ECTS points	Form of verification	Code	Block
Mathematical economics Course details Participation in lectures: 30 h Participation in classes: 15 h ECTS points: 4.00 Form of verification: Exam Mandatory: Obligatory Block: Block B	Lectures: 30 Classes: 15	4	Exam	1	B
Information system analysis Course details Participation in lectures: 15 h Participation in classes: 30 h ECTS points: 4.00 Form of verification: Exam Mandatory: Obligatory Block: Block B	Lectures: 15 Classes: 30	4	Exam	1	B
Advanced database technology Course details Participation in classes: 30 h ECTS points: 2.00 Form of verification: Assessment Mandatory: Obligatory Block: Block B	Classes: 30	2	Assessment	1	B
History of economics thought Course details Participation in lectures: 30 h ECTS points: 3.00 Form of verification: Exam Mandatory: Obligatory Block: Block A	Lectures: 30	3	Exam	1	A
Elective courses I Course details ECTS points: 3.00 Form of verification: Assessment Mandatory: Obowiązkowa grupa Block: Block B	Lectures: 30	3	Assessment	5	B
Cryptography Course details Participation in lectures: 30 h ECTS points: 3.00 Form of verification: Assessment Mandatory: Elective Block: Block B	Lectures: 30	3	Assessment	0	B
Programing with R Course details Participation in lectures: 30 h ECTS points: 3.00 Form of verification: Assessment Mandatory: Elective Block: Block B	Lectures: 30	3	Assessment	0	B
Selected topics of corporate finance Course details Participation in lectures: 30 h ECTS points: 3.00 Form of verification: Assessment Mandatory: Elective Block: Block B	Lectures: 30	3	Assessment	0	B
Internet surveys Course details Participation in lectures: 30 h ECTS points: 3.00 Form of verification: Assessment Mandatory: Elective Block: Block B	Lectures: 30	3	Assessment	0	B
Elective courses II Course details ECTS points: 3.00 Form of verification: Assessment Mandatory: Obowiązkowa grupa Block: Block B	Lectures: 30	3	Assessment	5	B
VBA in finance Course details Participation in lectures: 30 h ECTS points: 3.00 Form of verification: Assessment Mandatory: Elective Block: Block B	Lectures: 30	3	Assessment	0	B
Economic Fluctuations Course details Participation in lectures: 30 h ECTS points: 3.00 Form of verification: Assessment Mandatory: Elective Block: Block B	Lectures: 30	3	Assessment	0	B
Information Security in Organizations Course details Participation in lectures: 30 h ECTS points: 3.00 Form of verification: Assessment Mandatory: Elective Block: Block B	Lectures: 30	3	Assessment	0	B
DEA in socio-economic research Course details Participation in lectures: 30 h ECTS points: 3.00 Form of verification: Assessment Mandatory: Elective Block: Block B	Lectures: 30	3	Assessment	0	B
Statistical analysis in marketing research Course details Participation in lectures: 30 h ECTS points: 3.00 Form of verification: Assessment Mandatory: Elective Block: Block B	Lectures: 30	3	Assessment	0	B
Master`s seminar Course details Participation in seminars: 15 h ECTS points: 1.00 Form of verification: Assessment Mandatory: Obligatory Block: Block C	Seminars: 15	1	Assessment	1	C
Sum Number of hours: 225 ECTS points: 20	225	20
Sum (Lectures) Number of hours: 135	135
Sum (Classes) Number of hours: 75	75
Sum (Seminars) Number of hours: 15	15

Speciality: Business analytics

List of speciality courses - Business analytics - Spring semester, 2019/2020

Subject	Number of hours	ECTS points	Form of verification	Code	Block
Optimal control of economics systems Course details Participation in lectures: 30 h ECTS points: 3.00 Form of verification: Exam Mandatory: Obligatory Block: Block C	Lectures: 30	3	Exam	1	C
Decision-making analysis Course details Participation in classes: 30 h ECTS points: 3.00 Form of verification: Assessment Mandatory: Obligatory Block: Block C	Classes: 30	3	Assessment	1	C
Risk management Course details Participation in classes: 30 h ECTS points: 2.00 Form of verification: Assessment Mandatory: Obligatory Block: Block C	Classes: 30	2	Assessment	1	C
Company valuation methods Course details Participation in classes: 30 h ECTS points: 2.00 Form of verification: Assessment Mandatory: Obligatory Block: Block C	Classes: 30	2	Assessment	1	C
Sum Number of hours: 120 ECTS points: 10	120	10
Sum (Major + Speciality) Number of hours: 345 ECTS points: 30	345	30
Sum (Lectures) Number of hours: 30	30
Sum (Classes) Number of hours: 90	90

Speciality: Electronic Business

List of speciality courses - Electronic Business - Spring semester, 2019/2020

Subject	Number of hours	ECTS points	Form of verification	Code	Block
Multimedia technology Course details Participation in lectures: 15 h Participation in classes: 15 h ECTS points: 3.00 Form of verification: Exam Mandatory: Obligatory Block: Block C	Lectures: 15 Classes: 15	3	Exam	1	C
Software design patterns Course details Participation in classes: 30 h ECTS points: 3.00 Form of verification: Assessment Mandatory: Obligatory Block: Block C	Classes: 30	3	Assessment	1	C
Project management Course details Participation in lectures: 15 h Participation in classes: 30 h ECTS points: 4.00 Form of verification: Assessment Mandatory: Obligatory Block: Block C	Lectures: 15 Classes: 30	4	Assessment	1	C
Sum Number of hours: 105 ECTS points: 10	105	10
Sum (Major + Speciality) Number of hours: 330 ECTS points: 30	330	30
Sum (Lectures) Number of hours: 30	30
Sum (Classes) Number of hours: 75	75

Speciality: Financial Engineering

List of speciality courses - Financial Engineering - Spring semester, 2019/2020

Subject	Number of hours	ECTS points	Form of verification	Code	Block
Risk management Course details Participation in classes: 30 h ECTS points: 3.00 Form of verification: Exam Mandatory: Obligatory Block: Block C	Classes: 30	3	Exam	1	C
Derivatives valuation Course details Participation in lectures: 45 h Participation in classes: 30 h ECTS points: 7.00 Form of verification: Exam Mandatory: Obligatory Block: Block C	Lectures: 45 Classes: 30	7	Exam	1	C
Sum Number of hours: 105 ECTS points: 10	105	10
Sum (Major + Speciality) Number of hours: 330 ECTS points: 30	330	30
Sum (Classes) Number of hours: 60	60
Sum (Lectures) Number of hours: 45	45

Speciality: Information Systems for Business and Administration

List of speciality courses - Information Systems for Business and Administration - Spring semester, 2019/2020

Subject	Number of hours	ECTS points	Form of verification	Code	Block
Information management Course details Participation in lectures: 30 h ECTS points: 3.00 Form of verification: Exam Mandatory: Obligatory Block: Block C	Lectures: 30	3	Exam	1	C
Software engineering Course details Participation in classes: 30 h ECTS points: 4.00 Form of verification: Assessment Mandatory: Obligatory Block: Block C	Classes: 30	4	Assessment	1	C
Analytical systems in business Course details Participation in classes: 30 h ECTS points: 3.00 Form of verification: Assessment Mandatory: Obligatory Block: Block C	Classes: 30	3	Assessment	1	C
Sum Number of hours: 90 ECTS points: 10	90	10
Sum (Major + Speciality) Number of hours: 315 ECTS points: 30	315	30
Sum (Lectures) Number of hours: 30	30
Sum (Classes) Number of hours: 60	60

List of courses - Autumn semester, 2020/2021

Subject	Number of hours	ECTS points	Form of verification	Code	Block
Actuarial methods Course details Participation in lectures: 15 h Participation in classes: 30 h ECTS points: 4.00 Form of verification: Exam Mandatory: Obligatory Block: Block A	Lectures: 15 Classes: 30	4	Exam	1	A
Machine Learning Course details Participation in lectures: 15 h Participation in classes: 15 h ECTS points: 2.00 Form of verification: Assessment Mandatory: Obligatory Block: Block B	Lectures: 15 Classes: 15	2	Assessment	1	B
IT Tools for Data Visualization Course details Participation in classes: 15 h ECTS points: 1.00 Form of verification: Assessment Mandatory: Obligatory Block: Block B	Classes: 15	1	Assessment	1	B
Elective courses III Course details ECTS points: 3.00 Form of verification: Assessment Mandatory: Obowiązkowa grupa Block: Block B	Lectures: 30	3	Assessment	5	B
Designing multimedia application Course details Participation in lectures: 30 h ECTS points: 3.00 Form of verification: Assessment Mandatory: Elective Block: Block B	Lectures: 30	3	Assessment	0	B
Microeconometrics Course details Participation in lectures: 30 h ECTS points: 3.00 Form of verification: Assessment Mandatory: Elective Block: Block B	Lectures: 30	3	Assessment	0	B
Non-financial derivatives Course details Participation in lectures: 30 h ECTS points: 3.00 Form of verification: Assessment Mandatory: Elective Block: Block B	Lectures: 30	3	Assessment	0	B
Data mining with SAS Enterprise Miner Course details Participation in lectures: 30 h ECTS points: 3.00 Form of verification: Assessment Mandatory: Elective Block: Block B	Lectures: 30	3	Assessment	0	B
Specialitsation elective I Course details ECTS points: 3.00 Form of verification: Assessment Mandatory: Obowiązkowa grupa Block: Block C	Lectures: 30	3	Assessment	5	C
Business process management Course details Participation in lectures: 30 h ECTS points: 3.00 Form of verification: Assessment Mandatory: Elective Block: Block C	Lectures: 30	3	Assessment	0	C
Technologie informatyczne w obszarze rachunkowości Course details Participation in lectures: 30 h ECTS points: 3.00 Form of verification: Assessment Mandatory: Elective Block: Block C	Lectures: 30	3	Assessment	0	C
Investments on the capital markets Course details Participation in lectures: 30 h ECTS points: 3.00 Form of verification: Assessment Mandatory: Elective Block: Block C	Lectures: 30	3	Assessment	0	C
Tax optimization Course details Participation in lectures: 30 h ECTS points: 3.00 Form of verification: Assessment Mandatory: Elective Block: Block C	Lectures: 30	3	Assessment	0	C
Statistical data visualisation and reporting Course details Participation in lectures: 30 h ECTS points: 3.00 Form of verification: Assessment Mandatory: Elective Block: Block C	Lectures: 30	3	Assessment	0	C
Methods of evaluating creditability and bankruptcy forecasting Course details Participation in lectures: 30 h ECTS points: 3.00 Form of verification: Assessment Mandatory: Elective Block: Block C	Lectures: 30	3	Assessment	0	C
Przedmiot specjalnościowy II do wyboru Course details ECTS points: 3.00 Form of verification: Assessment Mandatory: Obowiązkowa grupa Block: Block C	Lectures: 30	3	Assessment	5	C
Component systems programming and architectures Course details Participation in lectures: 30 h ECTS points: 3.00 Form of verification: Assessment Mandatory: Elective Block: Block C	Lectures: 30	3	Assessment	0	C
Laboratory of methods and tools of investment Course details Participation in lectures: 30 h ECTS points: 3.00 Form of verification: Assessment Mandatory: Elective Block: Block C	Lectures: 30	3	Assessment	0	C
Risk and dynamics of financial markets Course details Participation in lectures: 30 h ECTS points: 3.00 Form of verification: Assessment Mandatory: Elective Block: Block C	Lectures: 30	3	Assessment	0	C
Input - output analysis Course details Participation in lectures: 30 h ECTS points: 3.00 Form of verification: Assessment Mandatory: Elective Block: Block C	Lectures: 30	3	Assessment	0	C
DSGE models Course details Participation in lectures: 30 h ECTS points: 3.00 Form of verification: Assessment Mandatory: Elective Block: Block C	Lectures: 30	3	Assessment	0	C
Econometric modeling of capital markets Course details Participation in lectures: 30 h ECTS points: 3.00 Form of verification: Assessment Mandatory: Elective Block: Block C	Lectures: 30	3	Assessment	0	C
SAS advanced techniques Course details Participation in lectures: 30 h ECTS points: 3.00 Form of verification: Assessment Mandatory: Elective Block: Block C	Lectures: 30	3	Assessment	0	C
Master`s seminar Course details Participation in seminars: 15 h ECTS points: 4.00 Form of verification: Assessment Mandatory: Obligatory Block: Block C	Seminars: 15	4	Assessment	1	C
Sum Number of hours: 195 ECTS points: 20	195	20
Sum (Lectures) Number of hours: 120	120
Sum (Classes) Number of hours: 60	60
Sum (Seminars) Number of hours: 15	15

Speciality: Business analytics

List of speciality courses - Business analytics - Autumn semester, 2020/2021

Subject	Number of hours	ECTS points	Form of verification	Code	Block
Financial market analysis Course details Participation in lectures: 15 h ECTS points: 2.00 Form of verification: Assessment Mandatory: Obligatory Block: Block C	Lectures: 15	2	Assessment	1	C
Game theory Course details Participation in lectures: 30 h ECTS points: 4.00 Form of verification: Assessment Mandatory: Obligatory Block: Block C	Lectures: 30	4	Assessment	1	C
Advanced macroeconomics Course details Participation in lectures: 30 h ECTS points: 4.00 Form of verification: Exam Mandatory: Obligatory Block: Block C	Lectures: 30	4	Exam	1	C
Sum Number of hours: 75 ECTS points: 10	75	10
Sum (Major + Speciality) Number of hours: 270 ECTS points: 30	270	30
Sum (Lectures) Number of hours: 75	75

Speciality: Electronic Business

List of speciality courses - Electronic Business - Autumn semester, 2020/2021

Subject	Number of hours	ECTS points	Form of verification	Code	Block
IT system security Course details Participation in lectures: 15 h Participation in classes: 15 h ECTS points: 4.00 Form of verification: Assessment Mandatory: Obligatory Block: Block C	Lectures: 15 Classes: 15	4	Assessment	1	C
Advanced mobile development Course details Participation in lectures: 15 h Participation in classes: 30 h ECTS points: 6.00 Form of verification: Assessment Mandatory: Obligatory Block: Block C	Lectures: 15 Classes: 30	6	Assessment	1	C
Sum Number of hours: 75 ECTS points: 10	75	10
Sum (Major + Speciality) Number of hours: 270 ECTS points: 30	270	30
Sum (Lectures) Number of hours: 30	30
Sum (Classes) Number of hours: 45	45

Speciality: Financial Engineering

List of speciality courses - Financial Engineering - Autumn semester, 2020/2021

Subject	Number of hours	ECTS points	Form of verification	Code	Block
Interest rate modeling Course details Participation in classes: 30 h ECTS points: 2.00 Form of verification: Assessment Mandatory: Obligatory Block: Block C	Classes: 30	2	Assessment	1	C
Advanced methods of financial econometrics Course details Participation in lectures: 30 h ECTS points: 4.00 Form of verification: Exam Mandatory: Obligatory Block: Block C	Lectures: 30	4	Exam	1	C
Advanced investment analysis Course details Participation in classes: 30 h ECTS points: 2.00 Form of verification: Assessment Mandatory: Obligatory Block: Block C	Classes: 30	2	Assessment	1	C
Corporate financial and investment strategies Course details Participation in lectures: 15 h ECTS points: 2.00 Form of verification: Assessment Mandatory: Obligatory Block: Block C	Lectures: 15	2	Assessment	1	C
Sum Number of hours: 105 ECTS points: 10	105	10
Sum (Major + Speciality) Number of hours: 300 ECTS points: 30	300	30
Sum (Classes) Number of hours: 60	60
Sum (Lectures) Number of hours: 45	45

Speciality: Information Systems for Business and Administration

List of speciality courses - Information Systems for Business and Administration - Autumn semester, 2020/2021

Subject	Number of hours	ECTS points	Form of verification	Code	Block
Information retrieval Course details Participation in lectures: 30 h Participation in classes: 30 h ECTS points: 6.00 Form of verification: Exam Mandatory: Obligatory Block: Block C	Lectures: 30 Classes: 30	6	Exam	1	C
Computer networks Course details Participation in lectures: 15 h Participation in classes: 30 h ECTS points: 4.00 Form of verification: Assessment Mandatory: Elective Block: Block C	Lectures: 15 Classes: 30	4	Assessment	0	C
Sum Number of hours: 105 ECTS points: 10	105	10
Sum (Major + Speciality) Number of hours: 300 ECTS points: 30	300	30
Sum (Lectures) Number of hours: 45	45
Sum (Classes) Number of hours: 60	60

List of courses - Spring semester, 2020/2021

Subject	Number of hours	ECTS points	Form of verification	Code	Block
Master`s seminar Course details Participation in seminars: 30 h ECTS points: 9.00 Form of verification: Assessment Mandatory: Obligatory Block: Block C	Seminars: 30	9	Assessment	1	C
Marketing Course details Participation in classes: 30 h ECTS points: 2.00 Form of verification: Assessment Mandatory: Obligatory Block: Block A	Classes: 30	2	Assessment	1	A
Big Data Course details Participation in classes: 30 h ECTS points: 2.00 Form of verification: Assessment Mandatory: Obligatory Block: Block B	Classes: 30	2	Assessment	1	B
Wykład kierunkowy w języku obcym do wyboru - konwersatorium Course details ECTS points: 3.00 Form of verification: Assessment Mandatory: Obowiązkowa grupa Block: Block D(B)	Lectures: 30	3	Assessment	5	D(B)
Artificial intelligence Course details Participation in lectures: 30 h ECTS points: 3.00 Form of verification: Assessment Mandatory: Elective Block: Block D(B)	Lectures: 30	3	Assessment	0	D(B)
Macroeconomics of the European Monetary Union Course details Participation in lectures: 30 h ECTS points: 3.00 Form of verification: Assessment Mandatory: Elective Block: Block D(B)	Lectures: 30	3	Assessment	0	D(B)
Real estate market analysis Course details Participation in lectures: 30 h ECTS points: 3.00 Form of verification: Assessment Mandatory: Elective Block: Block D(B)	Lectures: 30	3	Assessment	0	D(B)
La comptabilité financiére et le contrôle de gestion avancé Course details Participation in lectures: 30 h ECTS points: 3.00 Form of verification: Assessment Mandatory: Elective Block: Block D(B)	Lectures: 30	3	Assessment	0	D(B)
Qualitätsmanagement Course details Participation in lectures: 30 h ECTS points: 3.00 Form of verification: Assessment Mandatory: Elective Block: Block D(B)	Lectures: 30	3	Assessment	0	D(B)
Communication with Russian business correspondence elements (lecture in Russian) Course details Participation in lectures: 30 h ECTS points: 3.00 Form of verification: Assessment Mandatory: Elective Block: Block D(B)	Lectures: 30	3	Assessment	0	D(B)
Current issues of economy Course details Participation in lectures: 30 h ECTS points: 3.00 Form of verification: Assessment Mandatory: Elective Block: Block D(B)	Lectures: 30	3	Assessment	0	D(B)
Wykład ogólny do wyboru Course details ECTS points: 3.00 Form of verification: Assessment Mandatory: Obowiązkowa grupa Block: Block A	Lectures: 30	3	Assessment	5	A
Business psychology Course details Participation in lectures: 30 h ECTS points: 3.00 Form of verification: Assessment Mandatory: Elective Block: Block A	Lectures: 30	3	Assessment	0	A
Sociology Course details Participation in lectures: 30 h ECTS points: 3.00 Form of verification: Assessment Mandatory: Elective Block: Block A	Lectures: 30	3	Assessment	0	A
Philosophy Course details Participation in lectures: 30 h ECTS points: 3.00 Form of verification: Assessment Mandatory: Elective Block: Block A	Lectures: 30	3	Assessment	0	A
Open lectures Course details Participation in lectures: 30 h ECTS points: 3.00 Form of verification: Assessment Mandatory: Elective Block: Block A	Lectures: 30	3	Assessment	0	A
Elective courses IV Course details ECTS points: 3.00 Form of verification: Assessment Mandatory: Obowiązkowa grupa Block: Block B	Lectures: 30	3	Assessment	5	B
Business Models in IT using Data Science Course details Participation in lectures: 30 h ECTS points: 3.00 Form of verification: Assessment Mandatory: Elective Block: Block B	Lectures: 30	3	Assessment	0	B
Banki centralne a rynki finansowe Course details Participation in lectures: 30 h ECTS points: 3.00 Form of verification: Assessment Mandatory: Elective Block: Block B	Lectures: 30	3	Assessment	0	B
Nonclassical data analysis methods in business Course details Participation in lectures: 30 h ECTS points: 3.00 Form of verification: Assessment Mandatory: Elective Block: Block B	Lectures: 30	3	Assessment	0	B
Monte Carlo simulations in economics Course details Participation in lectures: 30 h ECTS points: 3.00 Form of verification: Assessment Mandatory: Elective Block: Block B	Lectures: 30	3	Assessment	0	B
Specialitsation elective III Course details ECTS points: 3.00 Form of verification: Assessment Mandatory: Obowiązkowa grupa Block: Block C	Lectures: 30	3	Assessment	5	C
E-learning Course details Participation in lectures: 30 h ECTS points: 3.00 Form of verification: Assessment Mandatory: Elective Block: Block C	Lectures: 30	3	Assessment	0	C
Unobserved components. Modelling, simulation, forecasting Course details Participation in lectures: 30 h ECTS points: 3.00 Form of verification: Assessment Mandatory: Elective Block: Block C	Lectures: 30	3	Assessment	0	C
Statistical data integration Course details Participation in lectures: 30 h ECTS points: 3.00 Form of verification: Assessment Mandatory: Elective Block: Block C	Lectures: 30	3	Assessment	0	C
The retirement decision models Course details Participation in lectures: 30 h ECTS points: 3.00 Form of verification: Assessment Mandatory: Elective Block: Block C	Lectures: 30	3	Assessment	0	C
Sum Number of hours: 210 ECTS points: 25	210	25
Sum (Seminars) Number of hours: 30	30
Sum (Classes) Number of hours: 60	60
Sum (Lectures) Number of hours: 120	120

Speciality: Business analytics

List of speciality courses - Business analytics - Spring semester, 2020/2021

Subject	Number of hours	ECTS points	Form of verification	Code	Block
Geomarketing Course details Participation in classes: 30 h ECTS points: 3.00 Form of verification: Assessment Mandatory: Obligatory Block: Block C	Classes: 30	3	Assessment	1	C
Corporate financial and investment strategies Course details Participation in lectures: 15 h ECTS points: 2.00 Form of verification: Assessment Mandatory: Obligatory Block: Block C	Lectures: 15	2	Assessment	1	C
Sum Number of hours: 45 ECTS points: 5	45	5
Sum (Major + Speciality) Number of hours: 255 ECTS points: 30	255	30
Sum (Classes) Number of hours: 30	30
Sum (Lectures) Number of hours: 15	15

Speciality: Electronic Business

List of speciality courses - Electronic Business - Spring semester, 2020/2021

Subject	Number of hours	ECTS points	Form of verification	Code	Block
Internet of Things Course details Participation in classes: 30 h ECTS points: 3.00 Form of verification: Assessment Mandatory: Obligatory Block: Block C	Classes: 30	3	Assessment	1	C
Business Intelligence Course details Participation in classes: 30 h ECTS points: 2.00 Form of verification: Assessment Mandatory: Obligatory Block: Block C	Classes: 30	2	Assessment	1	C
Sum Number of hours: 60 ECTS points: 5	60	5
Sum (Major + Speciality) Number of hours: 270 ECTS points: 30	270	30
Sum (Classes) Number of hours: 60	60

Speciality: Financial Engineering

List of speciality courses - Financial Engineering - Spring semester, 2020/2021

Subject	Number of hours	ECTS points	Form of verification	Code	Block
Financial engineering - project Course details Participation in classes: 30 h ECTS points: 5.00 Form of verification: Assessment Mandatory: Obligatory Block: Block C	Classes: 30	5	Assessment	1	C
Sum Number of hours: 30 ECTS points: 5	30	5
Sum (Major + Speciality) Number of hours: 240 ECTS points: 30	240	30
Sum (Classes) Number of hours: 30	30

Speciality: Information Systems for Business and Administration

List of speciality courses - Information Systems for Business and Administration - Spring semester, 2020/2021

Subject	Number of hours	ECTS points	Form of verification	Code	Block
Ontologies in IT Course details Participation in lectures: 15 h Participation in classes: 30 h ECTS points: 5.00 Form of verification: Assessment Mandatory: Obligatory Block: Block C	Lectures: 15 Classes: 30	5	Assessment	1	C
Sum Number of hours: 45 ECTS points: 5	45	5
Sum (Major + Speciality) Number of hours: 255 ECTS points: 30	255	30
Sum (Lectures) Number of hours: 15	15
Sum (Classes) Number of hours: 30	30