INFORMATICS AND ECONOMETRICS

Subject	Number of hours	ECTS points	Form of verification	Code	Block
Forecasting and simulation	Lectures: 30 Classes: 30	5	Exam	1	A
Multidimentional analysis	Lectures: 30 Classes: 30	5	Exam	1	B
Representative method in auditing	Classes: 30	3	Assessment	1	B
Discrete optimization	Lectures: 15 Classes: 15	3	Assessment	1	B
Management	Lectures: 30 Classes: 15	4	Assessment	1	A
Multimedia in business	Lectures: 30	3	Assessment	1	B
Management information systems	Lectures: 30 Classes: 30	5	Exam	1	B
Law	Lectures: 15	2	Assessment	1	A
Sum	330	30
Sum (Lectures)	180
Sum (Classes)	150

0 - Elective
1 - Obligatory
2 - Elective - Technical
3 - Elective - General
4 - Elective - Humanities

Subject	Number of hours	ECTS points	Form of verification	Code	Block
Mathematical economics	Lectures: 30 Classes: 15	4	Exam	1	B
Information system analysis	Lectures: 15 Classes: 30	4	Exam	1	B
Advanced database technology	Classes: 30	2	Assessment	1	B
History of economics thought	Lectures: 30	3	Exam	1	A
Elective courses I	Lectures: 30	3		0	B
Cryptography	Lectures: 30	3	Assessment	0	B
Programing with R	Lectures: 30	3	Assessment	0	B
Selected topics of corporate finance	Lectures: 30	3	Assessment	0	B
Badania internetowe	Lectures: 30	3	Assessment	0	B
Elective courses II	Lectures: 30	3		0	B
VBA in finance	Lectures: 30	3	Assessment	0	B
Economic Fluctuations	Lectures: 30	3	Assessment	0	B
Information Security in Organizations	Lectures: 30	3	Assessment	0	B
DEA in socio-economic research	Lectures: 30	3	Assessment	0	B
Statistical analysis in marketing research	Lectures: 30	3	Assessment	0	B
Master`s seminar	Classes: 15	1	Assessment	1	C
Sum	225	20
Sum (Lectures)	135
Sum (Classes)	90

Speciality: Business analytics

Subject	Number of hours	ECTS points	Form of verification	Code	Block
Optimal control of economics systems	Lectures: 30	3	Exam	1	C
Decision-making analysis	Classes: 30	3	Assessment	1	C
Risk management	Classes: 30	2	Assessment	1	C
Company valuation methods	Classes: 30	2	Assessment	1	C
Sum	120	10
Sum (Major + Speciality)	345	30
Sum (Lectures)	30
Sum (Classes)	90

Speciality: Electronic Business

Subject	Number of hours	ECTS points	Form of verification	Code	Block
Multimedia technology	Lectures: 15 Classes: 15	3	Exam	1	C
Software design patterns	Classes: 30	3	Assessment	1	C
Project management	Lectures: 15 Classes: 30	4	Assessment	1	C
Sum	105	10
Sum (Major + Speciality)	330	30
Sum (Lectures)	30
Sum (Classes)	75

Speciality: Financial Engineering

Subject	Number of hours	ECTS points	Form of verification	Code	Block
Risk management	Classes: 30	3	Exam	0	C
Derivatives valuation	Lectures: 45 Classes: 30	7	Exam	0	C
Sum	105	10
Sum (Major + Speciality)	330	30
Sum (Classes)	60
Sum (Lectures)	45

Speciality: Information Systems for Business and Administration

Subject	Number of hours	ECTS points	Form of verification	Code	Block
Information management	Lectures: 30	3	Exam	1	C
Software engineering	Classes: 30	4	Assessment	1	C
Analytical systems in business	Classes: 30	3	Assessment	1	C
Sum	90	10
Sum (Major + Speciality)	315	30
Sum (Lectures)	30
Sum (Classes)	60

0 - Elective
1 - Obligatory
2 - Elective - Technical
3 - Elective - General
4 - Elective - Humanities

Subject	Number of hours	ECTS points	Form of verification	Code	Block
Actuarial methods	Lectures: 15 Classes: 30	4	Exam	1	A
Machine Learning	Lectures: 15 Classes: 15	2	Assessment	1	B
IT Tools for Data Visualization	Classes: 15	1	Assessment	1	B
Elective courses III	Lectures: 30	3		0	B
Designing multimedia application	Lectures: 30	3	Assessment	0	B
Microeconometrics	Lectures: 30	3	Assessment	0	B
Non-financial derivatives	Lectures: 30	3	Assessment	0	B
Data mining with SAS Enterprise Miner	Lectures: 30	3	Assessment	0	B
Specialitsation elective I	Lectures: 30	3		0	C
Business process management	Lectures: 30	3	Assessment	0	C
Technologie informatyczne w obszarze rachunkowości	Lectures: 30	3	Assessment	0	C
Investments on the capital markets	Lectures: 30	3	Assessment	0	C
Tax optimization	Lectures: 30	3	Assessment	0	C
Statistical data visualisation and reporting	Lectures: 30	3	Assessment	0	C
Methods of evaluating creditability and bankruptcy forecasting	Lectures: 30	3	Assessment	0	C
Przedmiot specjalnościowy II do wyboru	Lectures: 30	3		0	C
Component systems programming and architectures	Lectures: 30	3	Assessment	0	C
Laboratory of methods and tools of investment	Lectures: 30	3	Assessment	0	C
Risk and dynamics of financial markets	Lectures: 30	3	Assessment	0	C
Input - output analysis	Lectures: 30	3	Assessment	0	C
DSGE models	Lectures: 30	3	Assessment	0	C
Econometric modeling of capital markets	Lectures: 30	3	Assessment	0	C
SAS advanced techniques	Lectures: 30	3	Assessment	0	C
Master`s seminar	Classes: 15	4	Assessment	1	C
Sum	195	20
Sum (Lectures)	120
Sum (Classes)	75

Speciality: Business analytics

Subject	Number of hours	ECTS points	Form of verification	Code	Block
Financial market analysis	Lectures: 15	2	Assessment	1	C
Game theory	Lectures: 30	4	Assessment	1	C
Advanced macroeconomics	Lectures: 30	4	Exam	1	C
Sum	75	10
Sum (Major + Speciality)	270	30
Sum (Lectures)	75

Speciality: Electronic Business

Subject	Number of hours	ECTS points	Form of verification	Code	Block
IT system security	Lectures: 15 Classes: 15	4	Assessment	1	C
Advanced mobile development	Lectures: 15 Classes: 30	6	Assessment	1	C
Sum	75	10
Sum (Major + Speciality)	270	30
Sum (Lectures)	30
Sum (Classes)	45

Speciality: Financial Engineering

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

Speciality: Information Systems for Business and Administration

Subject	Number of hours	ECTS points	Form of verification	Code	Block
Information retrieval	Lectures: 30 Classes: 30	6	Exam	1	C
Computer networks	Lectures: 15 Classes: 30	4	Assessment	0	C
Sum	105	10
Sum (Major + Speciality)	300	30
Sum (Lectures)	45
Sum (Classes)	60

0 - Elective
1 - Obligatory
2 - Elective - Technical
3 - Elective - General
4 - Elective - Humanities

Subject	Number of hours	ECTS points	Form of verification	Code	Block
Master`s seminar	Classes: 30	9	Assessment	1	C
Marketing	Classes: 30	2	Assessment	1	A
Big Data	Classes: 30	2	Assessment	1	B
Wykład kierunkowy w języku obcym do wyboru - konwersatorium	Lectures: 30	3		0	D(B)
Artificial intelligence	Lectures: 30	3	Assessment	0	D(B)
Macroeconomics of the European Monetary Union	Lectures: 30	3	Assessment	0	D(B)
Real estate market analysis	Lectures: 30	3	Assessment	0	D(B)
La comptabilité financiére et le contrôle de gestion avancé	Lectures: 30	3	Assessment	0	D(B)
Qualitätsmanagement	Lectures: 30	3	Assessment	0	D(B)
Communication with Russian business correspondence elements (lecture in Russian)	Lectures: 30	3	Assessment	0	D(B)
Current issues of economy	Lectures: 30	3	Assessment	0	D(B)
Wykład ogólny do wyboru	Lectures: 30	3		0	A
Business psychology	Lectures: 30	3	Assessment	0	A
Sociology	Lectures: 30	3	Assessment	0	A
Philosophy	Lectures: 30	3	Assessment	0	A
Open lectures	Lectures: 30	3	Assessment	0	A
Elective courses IV	Lectures: 30	3		0	B
Business Models in IT using Data Science	Lectures: 30	3	Assessment	0	B
Banki centralne a rynki finansowe	Lectures: 30	3	Assessment	0	B
Nonclassical data analysis methods in business	Lectures: 30	3	Assessment	0	B
Monte Carlo simulations in economics	Lectures: 30	3	Assessment	0	B
Specialitsation elective III	Lectures: 30	3		0	C
E-learning	Lectures: 30	3	Assessment	0	C
Zmienne nieobserwowalne.Modelowanie, symulacje, prognozowanie	Lectures: 30	3	Assessment	0	C
Statistical data integration	Lectures: 30	3	Assessment	0	C
The retirement decision models	Lectures: 30	3	Assessment	0	C
Sum	210	25
Sum (Classes)	90
Sum (Lectures)	120

Speciality: Business analytics

Subject	Number of hours	ECTS points	Form of verification	Code	Block
Geomarketing	Classes: 30	3	Assessment	1	C
Corporate financial and investment strategies	Lectures: 15	2	Assessment	1	C
Sum	45	5
Sum (Major + Speciality)	255	30
Sum (Classes)	30
Sum (Lectures)	15

Speciality: Electronic Business

Subject	Number of hours	ECTS points	Form of verification	Code	Block
Internet of Things	Classes: 30	3	Assessment	1	C
Business Intelligence	Classes: 30	2	Assessment	1	C
Sum	60	5
Sum (Major + Speciality)	270	30
Sum (Classes)	60

Speciality: Financial Engineering

Subject	Number of hours	ECTS points	Form of verification	Code	Block
Financial engineering - project	Classes: 30	5	Assessment	1	C
Sum	30	5
Sum (Major + Speciality)	240	30
Sum (Classes)	30

Speciality: Information Systems for Business and Administration

Subject	Number of hours	ECTS points	Form of verification	Code	Block
Ontologies in IT	Lectures: 15 Classes: 30	5	Assessment	1	C
Sum	45	5
Sum (Major + Speciality)	255	30
Sum (Lectures)	15
Sum (Classes)	30

0 - Elective
1 - Obligatory
2 - Elective - Technical
3 - Elective - General
4 - Elective - Humanities