Elective courses for AAB - masters (grupa przedmiotów zdefiniowana przez Szkoła Główna Handlowa w Warszawie)
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Legenda
Jeśli przedmiot jest prowadzony w danym cyklu dydaktycznym, to w odpowiedniej komórce pojawi się koszyk rejestracyjny. Ikona koszyka zależy od tego, czy możesz się rejestrować na dany przedmiot.
- nie jesteś zalogowany 
- aktualnie nie możesz się rejestrować 
- możesz się zarejestrować 
- możesz się wyrejestrować (lub wycofać prośbę) 
- złożyłeś prośbę o zarejestrowanie (i nie możesz jej już wycofać) 
- jesteś pomyślnie zarejestrowany (i nie możesz się wyrejestrować)
Kliknij na ikonę "i" przy koszyku, aby uzyskać dodatkowe informacje.
20211 - Semestr zimowy 2021/22 20212 - Semestr letni 2021/22 20221 - Semestr zimowy 2022/23 20222 - Semestr letni 2022/23 20231 - Semestr zimowy 2023/24 20232 - Semestr letni 2023/24 20231-PRE - Preferencje - Semestr zimowy 2023/24 (zajęcia mogą być semestralne, trymestralne lub roczne) |
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| 233531-D |
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Zajęcia przedmiotu
Semestr zimowy 2021/22
Grupy przedmiotu
- (od 2023-10-01) Elective courses for QEM - masters
Skrócony opis
(1) S3 framework for object programming (attributes, attributes manipulation, overloading). (2) S4 framework for object programming (class, attributes, methods, generic methods, inheritance). (3) R5 framework for object programming (reference classes, class, attributes, methods, references, inheritance). (4) Practical applications of object oriented programming in R (analysis, methods, data). |
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| 234061-D |
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Zajęcia przedmiotu
Semestr zimowy 2021/22
Grupy przedmiotu
- (od 2023-10-01) Elective courses for QEM - masters
Skrócony opis
Theory of simulation, construction and verification techniques of simulation models. Dynamic stochastic simulation models - discreet event simulation. Sensitivity analysis for output random variables, model optimization techniques. Advanced Ms Excel's functions and simulation model programming with Python. |
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| 222001-D |
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Zajęcia przedmiotu
Semestr zimowy 2021/22
Grupy przedmiotu
Skrócony opis
See semester study programme. |
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| 239201-D |
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Zajęcia przedmiotu
Semestr zimowy 2021/22
Grupy przedmiotu
Skrócony opis
Basic cryptographic algorithms and standards used in practice for secure communications. Exercises in implementation and using cryptographic software for symmetric and asymmetric encryption, key exchange, and digital signatures. Cryptographic protocols and tools used in computer security, Internet, banking, e-commerce, electronic payment systems, cryptocash (bitcoin), and telecommunication. |
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| 222051-D |
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Zajęcia przedmiotu
Semestr zimowy 2021/22
Grupy przedmiotu
Skrócony opis
See semester study programme. |
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| 231791-D |
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Zajęcia przedmiotu
Semestr zimowy 2021/22
Grupy przedmiotu
Skrócony opis
The first part of the course combines traditional lecturing and exercises with students' presentations. Next, concepts and results of approximation theory which underly applications in the area of economics and management are presented. The second part of the course is devoted to methods of analyses in real problems. This part of the course focuses on methods used in analyses of big data sets which are supported by dedicated computer applications. |
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| 220621-D |
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Zajęcia przedmiotu
Semestr zimowy 2021/22
Grupy przedmiotu
- (od 2023-10-01) Elective courses for QEM - masters
- (od 2023-10-01) Przedmioty kierunkowe do wyboru SMMD-MIS
Skrócony opis
Presentation of the basic artificial intelligence methods with implementation (in R language) and examples of use. Among the commonly known methods, genetic algorithms, classification trees, random forests, and artificial neural networks are discussed in more detail. Several alternative modelling methods are the basis of student designs. |
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| 232471-D |
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brak | brak |
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Zajęcia przedmiotu
Semestr zimowy 2022/23
Grupy przedmiotu
Skrócony opis
Program is connected with two basic abilities: programming and statistics, which should be assimilated by persons interested in BIG DATA or being DATA SCIENTISTS. There is presented programming in SAS 4GL language, including very original approach to process automatizing called macro-programming. There are also considered various statistical procedures and statements fully integrated in the SAS System. |
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| 232471-S |
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brak | brak |
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Zajęcia przedmiotu
Semestr zimowy 2022/23
Grupy przedmiotu
Skrócony opis
Program is connected with two basic abilities: programming and statistics, which should be assimilated by persons interested in BIG DATA or being DATA SCIENTISTS. There is presented programming in SAS 4GL language, including very original approach to process automatizing called macro-programming. There are also considered various statistical procedures and statements fully integrated in the SAS System. |
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| 237811-D |
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brak | brak |
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Zajęcia przedmiotu
Semestr zimowy 2022/23
Grupy przedmiotu
- (od 2023-10-01) Elective courses for QEM - masters
Skrócony opis
Basic C++ statements. Control statements and functions. Classes and objects. Input/output operations. Differences between C++ compilers. Graphics mode. C++ libraries which support and automate data processing for economic, business and data analysis purposes. |
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| 230201-D |
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Zajęcia przedmiotu
Semestr zimowy 2021/22
Grupy przedmiotu
- (od 2023-10-01) Elective courses for QEM - masters
Skrócony opis
An approach to statistical inference based on the Bayes principle. Prior and posterior distributions. Bayesian estimation. Bayesian confidence intervals and tests. Time series models. Predictive distributions. Model choice. |
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| 233071-D |
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Zajęcia przedmiotu
Semestr zimowy 2021/22
Grupy przedmiotu
Skrócony opis
Business Intelligence is a user-oriented process of gathering, exploring, interpreting and analyzing of data, which leads to the streamlining and rationalization of the decision-making process. Those systems support managers in business decision-making in order to create economy value growth of an enterprise. |
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| 23A0P1-D |
Categorical data analysis (od 2023-10-01)
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brak | brak | brak | brak |
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Zajęcia przedmiotu
Semestr zimowy 2023/24
Grupy przedmiotu
- (od 2023-10-01) Elective courses for AAB - masters
- (od 2023-10-01) Przedmioty kierunkowe do wyboru SMMD-ADA
Skrócony opis
The aim of the course is to provide student with a knowledge about logistic regression analysis and contingency tables analysis. Students are able to learn about the history and philosophy of binary, oridinal and multinominal logistic models and loglinear models, procedures of estimation and evaluation of these models, as well as experience practical application of the presented methods to the social science, medicine and economic research. The main statistical software utilized will be SAS with examples in R & Python. |
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| 236481-D |
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Zajęcia przedmiotu
Semestr zimowy 2021/22
Grupy przedmiotu
- (od 2023-10-01) Elective courses for QEM - masters
Skrócony opis
Introduction to PL/SQL, which is a procedural complement to SQL in Oracle ORDBMS. Please be informed that SQL basics required |
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| 231451-D |
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Zajęcia przedmiotu
Semestr zimowy 2021/22
Grupy przedmiotu
Skrócony opis
See semester study programme. |
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| 231221-D |
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Zajęcia przedmiotu
Semestr zimowy 2021/22
Grupy przedmiotu
Skrócony opis
Business process management. Process identification and description. Process modeling. EPC. BPMN. Describing system requirements. |
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| 222991-D |
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Zajęcia przedmiotu
Semestr zimowy 2021/22
Grupy przedmiotu
Skrócony opis
See semester study programme. |
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| 223471-D |
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brak | brak | brak |
Zajęcia przedmiotu
Semestr zimowy 2021/22
Grupy przedmiotu
Skrócony opis
The aim of the course is to provide student with a complex knowledge on event history analysis. Students are able to learn about the history and philosophy of non-parametric, parametric and semi-parametric models, procedures of estimation and evaluation of the models, as well as experience practical application of the presented methods to the social science and economic research, in business. Special attention will be given to Compiting Risks Models & Survival Data Mining Models. |
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| 233181-D |
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Zajęcia przedmiotu
Semestr zimowy 2021/22
Grupy przedmiotu
Skrócony opis
See semestral plan |
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| 222091-D |
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Zajęcia przedmiotu
Semestr zimowy 2021/22
Grupy przedmiotu
Skrócony opis
The course relies mainly on a broad application of tools and methods of microeconomic analysis. It also reveals many features of interdisciplinary approach; in particular: major macroeconomic models and draws from decision sciences and system theory. A special emphasis has been placed upon making students better understand multiple determinants of the decision process and improving the skills of making optimal decisions in different market structures and under uncertainty. |
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| 234971-D |
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Zajęcia przedmiotu
Semestr zimowy 2021/22
Grupy przedmiotu
Skrócony opis
Mathematical Logic (with elements of Discrete Mathematics) provides a tool for economists to formulate and solve algorithmic problems, and to study correctness of formulas and deduction reasonings. It also gives foundations for further studies, for instance in optimization problems or problems of decision making under incomplete information in expert systems. |
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| 220581-D |
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Zajęcia przedmiotu
Semestr zimowy 2021/22
Grupy przedmiotu
Skrócony opis
Basic probability distributions, principles and methods of point and interval estimation and statistical tests. The course consists of lectures and classes on theoretical foundations of statistics which are necessary to understand, construct and use advanced statistical and econometric methods. |
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| 220341-D |
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Zajęcia przedmiotu
Semestr zimowy 2021/22
Grupy przedmiotu
- (od 2023-10-01) Elective courses for QEM - masters
Skrócony opis
see: detailed schedule of classes |
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| 235411-D |
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Zajęcia przedmiotu
Semestr zimowy 2021/22
Grupy przedmiotu
Skrócony opis
Basic concepts and theorems in econometrics: conditional expectation function and linear projection, least squares method, maximum likelihood method, generalized method of moments, and other selected estimation methods for econometric models, Monte Carlo, bootstrap and jacknife simulation methods, nonparametric econometric models. Asymptotic properties of econometric models. The theoretical basis for statistical tests in econometrics. Examples of calculations in MATLAB (or in Octave) |
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| 230241-D |
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Zajęcia przedmiotu
Semestr zimowy 2021/22
Grupy przedmiotu
Skrócony opis
The use of econometric models to explain nonlinear phenomena in economics and finance. Models with variable parameters, state-space models, state-space models with ARCH effects threshold regression, STAR, regime-switching models, neural networks - specification, estimation, verification. The use of econometric methods: Kalman filter, identification through heteroscedasticity. Theoretical foundations of nonlinear estimation. |
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| 236811-D |
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Zajęcia przedmiotu
Semestr zimowy 2021/22
Grupy przedmiotu
- (od 2023-10-01) Elective courses for QEM - masters
Skrócony opis
Introduction to numerical analysis. Programming in Matlab and Octave. Examples of the application of numerical methods in artificial intelligence and various areas of science. Direct and iterative methods of solving systems of linear equations. Solving nonlinear equations. Newton's method. Monte Carlo methods. Recursion. |
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| 222581-D |
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Zajęcia przedmiotu
Semestr zimowy 2021/22
Grupy przedmiotu
Skrócony opis
See semester study programme. |
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| 229061-D |
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Zajęcia przedmiotu
Semestr zimowy 2023/24
Grupy przedmiotu
Skrócony opis
See semester study programme. |
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| 230891-D |
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Zajęcia przedmiotu
Semestr zimowy 2021/22
Grupy przedmiotu
- (od 2023-10-01) Elective courses for QEM - masters
Skrócony opis
The methods of spatial econometrics allow to take account of interactions between investigated units in the modeling, i.e. remove the assumption of observational independence. The underlying concepts of this functional subdiscipline of econometrics will be presented: spatial weight matrices, testing of spatial effects, model specifications and consistent estimation methods, as well as spatial multipliers and some special models. The classes in computer laboratory will Focus on visualisation in maps and working with the models in consideration in the {spdep} package in R. |
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| 23A0N1-D |
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brak | brak | brak | brak |
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Zajęcia przedmiotu
Semestr zimowy 2023/24
Grupy przedmiotu
- (od 2023-10-01) Przedmioty kierunkowe do wyboru SMMD-MIS
Skrócony opis
See semester study programme. |
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