PLAN STUDIÓW Wydział Elektroniki, Telekomunikacji i Informatyki, Wydział Zarządzania i Ekonomii Inżynieria danych

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1 WYDZIAŁ: KIERUNEK: poziom kształcenia: profil: forma studiów: Lp. O/F kod modułu/ przedmiotu* SEMESTR 1 1 O PG_ Business law 2 O PG_ Basics of computer programming 3 O PG_ Linear algebra 4 O PG_ Calculus I stopnia - inżynierskie ogólnoakademicki stacjonarne 5 O PG_ Elements of logic and epistemology 6 O PG_ Operating systems 7 O PG_ Precalculus 8 O PG_ Hypertext and hypermedia nazwa zajęć 9 O PG_ Economics and organization of enterprises PLAN STUDIÓW Wydział Elektroniki, Telekomunikacji i Informatyki, Wydział Zarządzania i Ekonomii Inżynieria danych efekty kształcenia K6_W13 K6_W13 grupa zajęć** forma zaliczenia SEMESTR liczba godzin w ć l p s razem A D Z A Z A E A C Z A D E A Z A D Z suma: liczba punktów ECTS SEMESTR 2 1 O PG_ Algorithms and data structures 2 O PG_ Essentials of management 3 O PG_ Numerical methods 4 O PG_ Descriptive statistics 5 O PG_ Essentials of micro- and macroeconomics 6 O PG_ Communication and negotiations 7 O PG_ Object programming 8 O PG_ Basics of physics 9 O PG_ Elements of discrete mathematics 10 O PG_M Foreign language K6_U07 K6_U04 K6_W17 A D E A D E A D Z A D E A C D Z A D E A Z suma:

2 SEMESTR 3 1 O PG_ Marketing 2 O PG_ Software engineering 3 O PG_ Mathematical statistics 4 O PG_ Essentials of accounting 5 O PG_ Programming languages 6 O PG_ Databases 7 O PG_ Sport 8 O PG_ Communication in companies (IT Tools) 9 O PG_ Knowledge management 10 O PG_ Technical physics 11 O PG_M Foreign language K6_W91 K6_U91 K6_K91 K6_W12 K6_U07 K6_U04 K6_W17 A D E A D E A D Z A D Z A D E A Z A D Z A D Z A E suma: SEMESTR 4 1 O PG_ Corporate finance 2 O PG_ Marketing research 3 O PG_ Data mining 4 O PG_ Data warehouses K6_W16 5 O PG_ Human-computer interaction K6_W91 6 O PG_ Sport K6_U91 K6_K91 7 O PG_ Business process modelling 8 O PG_ Artificial intelligence 9 O PG_M Socio-humanistic electives 10 O PG_ Ethics 11 O PG_ Psychological aspects of assessment and decision making 12 O PG_ Introduction to cognitive science 13 O PG_M Foreign language A D Z A D E A D Z A Z A D Z A D E B C suma:

3 SEMESTR 5 1 O PG_ Visualization of economic data 2 O PG_ Nonrelational databases 3 O PG_M Foreign language 4 O PG_ Decision analysis 5 O PG_ Informatization strategies 6 O PG_ Integrated enterprise information systems 7 O PG_ Business process analysis and optimization 8 O PG_ Data Mining in business 4 O PG_ Internet services architectures 5 O PG_ Advanced nonrelational databases 6 O PG_ Geographic information systems 7 O PG_ Agent systems 8 O PG_ Computer networks - lectures K6_W12 K6_W02 K6_W02 A D Z A D E B E B D E B D Z B D Z B D Z B D Z suma: B D E B D Z B D Z B D Z B D E suma: SEMESTR 6 1 O PG_ Data quality insurance 2 O PG_ Managing enterprise IT infrastructure and security 3 O PG_ Diploma thesis 1 4 O PG_ Internship 5 O PG_ Web Intelligence and its applications 6 O PG_ IT project management in business 7 O PG_ E-business 8 O PG_ E-marketing and trend analysis 5 O PG_ Distributed processing 6 O PG_ Big Data processing frameworks 7 O PG_ Applications of geographic information systems 8 O PG_ Large-scale enterprise applications 9 O PG_ Computer networks - laboratories K6_W16 A D Z A D E A D Z A D Z B D Z B D Z suma: B D Z B D E B D Z B D Z suma:

4 SEMESTR 7 1 O PG_ Intellectual property protection 2 O PG_ Diploma seminar 3 O PG_ Diploma thesis 2 3 Data exploration in management (Profil) 4 O PG_ Applications of AI methods in enterprise 5 O PG_ Interactive visualisation 6 O PG_ Market analysis 7 O PG_ Investment strategies 3 Inteligent data processing (Profil) 4 O PG_ Deep neural networsks for data analysis 5 O PG_ Advanced data mining 6 O PG_ Database management systems 7 O PG_ Big Data analysis 3 Inteligent data processing (Profil) 4 O PG_ Deep neural networsks for data analysis 5 O PG_ Advanced data mining 6 O PG_ Database management systems 7 O PG_ Big Data analysis 3 Data exploration in management (Profil) 4 O PG_ Applications of AI methods in enterprise 5 O PG_ Interactive visualisation 6 O PG_ Market analysis 7 O PG_ Investment strategies A C Z A D Z A D Z B D E suma: B D E B D E suma: B D E B D E suma: B D E suma:

5 ŁĄCZNIE PRAKTYKI Kurs Data exploration in management (Profil) Inteligent data processing (Profil) Inteligent data processing (Profil) Data exploration in management (Profil) objaśnienia: O - przedmiot obowiązkowy do zaliczenia danego roku studiów F - przedmiot fakultatywny (do wyboru) w - wykład ć - ćwiczenia l - laboratorium p - projekt s - seminarium *kod nadawany przez system "Programy kształcenia" **grupy zajęć zgodne z załącznikiem nr 1 do niniejszego zarządzenia (w sprawie zasad tworzenia oraz likwidacji kierunków studiów wyższych na Politechnice Gdańskiej)