Major Informatics

List of courses - Winter semester, 2023/24 See additional information

Subject	Number of hours	ECTS points	Form of verification	Mandatory
Szkolenie BHP Course details OHS training: 4 h ECTS points: 0.00 Form of verification: Pass Mandatory: Obligatory subjects	OHS training: 4	-	Pass	O
Wstęp do programowania Course details Lecture: 30 h Laboratory exercises: 30 h ECTS points: 6.00 Form of verification: Exam Mandatory: Obligatory subjects	Lecture: 30 Laboratory exercises: 30	6	Exam	O
Podstawy matematyki wyższej Course details Lecture: 30 h Auditorium exercises: 30 h ECTS points: 5.00 Form of verification: Exam Mandatory: Obligatory subjects	Lecture: 30 Auditorium exercises: 30	5	Exam	O
Podstawy analizy matematycznej Course details Lecture: 30 h Auditorium exercises: 30 h ECTS points: 6.00 Form of verification: Exam Mandatory: Obligatory subjects	Lecture: 30 Auditorium exercises: 30	6	Exam	O
Matematyka dyskretna 1 Course details Lecture: 30 h Auditorium exercises: 30 h ECTS points: 5.00 Form of verification: Exam Mandatory: Obligatory subjects	Lecture: 30 Auditorium exercises: 30	5	Exam	O
Podstawy fizyki Course details Lecture: 30 h Auditorium exercises: 30 h ECTS points: 5.00 Form of verification: Exam Mandatory: Obligatory subjects	Lecture: 30 Auditorium exercises: 30	5	Exam	O
Rozumowania algorytmiczne Course details Lecture: 30 h ECTS points: 2.00 Form of verification: Pass with grade Mandatory: Obligatory subjects	Lecture: 30	2	Pass with grade	O
Ergonomia i BHP Course details Lecture: 15 h ECTS points: 1.00 Form of verification: Pass with grade Mandatory: Obligatory subjects	Lecture: 15	1	Pass with grade	O
Sum	349	30

See additional information

W semestrze 1. studenci realizują szkolenie bhp oraz szkolenie biblioteczne na platformie dostępnej pod adresem https://szkolenia.sggw.pl

List of courses - Summer semester, 2023/24

Subject	Number of hours	ECTS points	Form of verification	Mandatory
Programowanie obiektowe Course details Lecture: 30 h Laboratory exercises: 30 h ECTS points: 6.00 Form of verification: Exam Mandatory: Obligatory subjects	Lecture: 30 Laboratory exercises: 30	6	Exam	O
Analiza matematyczna Course details Lecture: 30 h Auditorium exercises: 30 h ECTS points: 5.00 Form of verification: Exam Mandatory: Obligatory subjects	Lecture: 30 Auditorium exercises: 30	5	Exam	O
Algebra liniowa Course details Lecture: 30 h Auditorium exercises: 30 h ECTS points: 5.00 Form of verification: Exam Mandatory: Obligatory subjects	Lecture: 30 Auditorium exercises: 30	5	Exam	O
Podstawy elektroniki Course details Lecture: 30 h Auditorium exercises: 30 h ECTS points: 5.00 Form of verification: Exam Mandatory: Obligatory subjects	Lecture: 30 Auditorium exercises: 30	5	Exam	O
Matematyka dyskretna 2 Course details Lecture: 30 h Auditorium exercises: 30 h ECTS points: 5.00 Form of verification: Pass with grade Mandatory: Obligatory subjects	Lecture: 30 Auditorium exercises: 30	5	Pass with grade	O
Laboratorium fizyki Course details Laboratory exercises: 30 h ECTS points: 2.00 Form of verification: Pass with grade Mandatory: Obligatory subjects	Laboratory exercises: 30	2	Pass with grade	O
Przedmioty HS do wyboru Course details ECTS points: 2.00 Form of verification: Pass with grade Mandatory: Mandatory group	Lecture: 30	2	Pass with grade	G
Student wybiera jeden przedmiot
Psychologia Course details Lecture: 30 h ECTS points: 2.00 Form of verification: Pass with grade Mandatory: Elective subjects	Lecture: 30	2	Pass with grade	F
Filozofia Course details Lecture: 30 h ECTS points: 2.00 Form of verification: Pass with grade Mandatory: Elective subjects	Lecture: 30	2	Pass with grade	F
Socjologia Course details Lecture: 30 h ECTS points: 2.00 Form of verification: Pass with grade Mandatory: Elective subjects	Lecture: 30	2	Pass with grade	F
Sum	360	30

List of courses - Winter semester, 2024/25

Subject	Number of hours	ECTS points	Form of verification	Mandatory
Algorytmy i struktury danych Course details Lecture: 30 h Laboratory exercises: 30 h ECTS points: 6.00 Form of verification: Exam Mandatory: Obligatory subjects	Lecture: 30 Laboratory exercises: 30	6	Exam	O
Inżynieria oprogramowania Course details Lecture: 30 h Laboratory exercises: 30 h ECTS points: 5.00 Form of verification: Exam Mandatory: Obligatory subjects	Lecture: 30 Laboratory exercises: 30	5	Exam	O
Architektura komputerów Course details Lecture: 30 h Laboratory exercises: 30 h ECTS points: 5.00 Form of verification: Exam Mandatory: Obligatory subjects	Lecture: 30 Laboratory exercises: 30	5	Exam	O
Rachunek prawdopodobieństwa i statystyka Course details Lecture: 30 h Auditorium exercises: 30 h ECTS points: 5.00 Form of verification: Exam Mandatory: Obligatory subjects	Lecture: 30 Auditorium exercises: 30	5	Exam	O
Laboratorium elektroniki Course details Laboratory exercises: 30 h ECTS points: 2.00 Form of verification: Exam Mandatory: Obligatory subjects	Laboratory exercises: 30	2	Exam	O
Formy działalności gospodarczej Course details Lecture: 15 h Auditorium exercises: 15 h ECTS points: 2.00 Form of verification: Pass with grade Mandatory: Obligatory subjects	Lecture: 15 Auditorium exercises: 15	2	Pass with grade	O
Budowa serwisów internetowych Course details Lecture: 15 h Laboratory exercises: 15 h ECTS points: 2.00 Form of verification: Pass with grade Mandatory: Obligatory subjects	Lecture: 15 Laboratory exercises: 15	2	Pass with grade	O
Physical education Course details ECTS points: 0.00 Form of verification: Pass Mandatory: Mandatory group	Physical education: 30	-	Pass	G
Physical education Course details Physical education: 30 h ECTS points: 0.00 Form of verification: Pass Mandatory: Elective subjects	Physical education: 30	-	Pass	F
Foreign language Course details ECTS points: 3.00 Form of verification: Pass with grade Mandatory: Mandatory group	Language course: 60	3	Pass with grade	G
Student wybiera zajęcia z języka obcego
English Course details Language course: 60 h ECTS points: 3.00 Form of verification: Pass with grade Mandatory: Elective subjects	Language course: 60	3	Pass with grade	F
German Course details Language course: 60 h ECTS points: 3.00 Form of verification: Pass with grade Mandatory: Elective subjects	Language course: 60	3	Pass with grade	F
Język rosyjski Course details Language course: 60 h ECTS points: 3.00 Form of verification: Pass with grade Mandatory: Elective subjects	Language course: 60	3	Pass with grade	F
Język hiszpański Course details Language course: 60 h ECTS points: 3.00 Form of verification: Pass with grade Mandatory: Elective subjects	Language course: 60	3	Pass with grade	F
Sum	420	30

List of courses - Summer semester, 2024/25

Subject	Number of hours	ECTS points	Form of verification	Mandatory
Technologie baz danych Course details Lecture: 30 h Laboratory exercises: 30 h ECTS points: 6.00 Form of verification: Exam Mandatory: Obligatory subjects	Lecture: 30 Laboratory exercises: 30	6	Exam	O
Systemy operacyjne Course details Lecture: 30 h Laboratory exercises: 30 h ECTS points: 5.00 Form of verification: Exam Mandatory: Obligatory subjects	Lecture: 30 Laboratory exercises: 30	5	Exam	O
Metody numeryczne Course details Lecture: 30 h Auditorium exercises: 15 h Laboratory exercises: 15 h ECTS points: 5.00 Form of verification: Pass with grade Mandatory: Obligatory subjects	Lecture: 30 Auditorium exercises: 15 Laboratory exercises: 15	5	Pass with grade	O
Grafy i sieci Course details Lecture: 30 h Auditorium exercises: 15 h ECTS points: 3.00 Form of verification: Exam Mandatory: Obligatory subjects	Lecture: 30 Auditorium exercises: 15	3	Exam	O
Ochrona własności intelektualnej Course details Lecture: 15 h ECTS points: 1.00 Form of verification: Pass with grade Mandatory: Obligatory subjects	Lecture: 15	1	Pass with grade	O
Metody analizy danych Course details Lecture: 15 h Laboratory exercises: 15 h ECTS points: 2.00 Form of verification: Pass with grade Mandatory: Obligatory subjects	Lecture: 15 Laboratory exercises: 15	2	Pass with grade	O
Moduł 1 Course details ECTS points: 4.00 Form of verification: Pass with grade Mandatory: Mandatory group	Lecture: 30 Laboratory exercises: 30	4	Pass with grade	G
Student wybiera dwa przedmioty z otwartej listy
Moduł 1 Course details Lecture: 30 h Laboratory exercises: 30 h ECTS points: 4.00 Form of verification: Pass with grade Mandatory: Elective subjects	Lecture: 30 Laboratory exercises: 30	4	Pass with grade	F
Physical education Course details ECTS points: 0.00 Form of verification: Pass Mandatory: Mandatory group	Physical education: 30	-	Pass	G
Physical education Course details Physical education: 30 h ECTS points: 0.00 Form of verification: Pass Mandatory: Elective subjects	Physical education: 30	-	Pass	F
Foreign language Course details ECTS points: 3.00 Form of verification: Pass with grade Mandatory: Mandatory group	Language course: 60	3	Pass with grade	G
English Course details Language course: 60 h ECTS points: 3.00 Form of verification: Pass with grade Mandatory: Elective subjects	Language course: 60	3	Pass with grade	F
German Course details Language course: 60 h ECTS points: 3.00 Form of verification: Pass with grade Mandatory: Elective subjects	Language course: 60	3	Pass with grade	F
Język rosyjski Course details Language course: 60 h ECTS points: 3.00 Form of verification: Pass with grade Mandatory: Elective subjects	Language course: 60	3	Pass with grade	F
Język hiszpański Course details Language course: 60 h ECTS points: 3.00 Form of verification: Pass with grade Mandatory: Elective subjects	Language course: 60	3	Pass with grade	F
Potwierdzenie B2 język obcy Course details Contact hours: 2 h ECTS points: 1.00 Form of verification: Exam Mandatory: Obligatory subjects	Contact hours: 2	1	Exam	O
Sum	422	30

List of courses - Winter semester, 2025/26 See additional information

Subject	Number of hours	ECTS points	Form of verification	Mandatory
Sieci komputerowe Course details Lecture: 30 h Laboratory exercises: 30 h ECTS points: 6.00 Form of verification: Exam Mandatory: Obligatory subjects	Lecture: 30 Laboratory exercises: 30	6	Exam	O
Techniki cyfrowe i podstawy systemów wbudowanych Course details Lecture: 30 h Laboratory exercises: 30 h ECTS points: 5.00 Form of verification: Pass with grade Mandatory: Obligatory subjects	Lecture: 30 Laboratory exercises: 30	5	Pass with grade	O
Paradygmaty programowania Course details Lecture: 30 h Laboratory exercises: 30 h ECTS points: 4.00 Form of verification: Pass with grade Mandatory: Obligatory subjects	Lecture: 30 Laboratory exercises: 30	4	Pass with grade	O
Moduł 2 Course details ECTS points: 4.00 Form of verification: Pass with grade Mandatory: Mandatory group	Lecture: 60	4	Pass with grade	G
Student wybiera dwa przedmioty z otwartej listy
Moduł 2 Course details Lecture: 60 h ECTS points: 4.00 Form of verification: Pass with grade Mandatory: Elective subjects	Lecture: 60	4	Pass with grade	F
Praktyki Course details ECTS points: 4.00 Form of verification: Pass Mandatory: Mandatory group	Apprenticeships: 120	4	Pass	G
Praktyki Course details Apprenticeships: 120 h ECTS points: 4.00 Form of verification: Pass Mandatory: Elective subjects	Apprenticeships: 120	4	Pass	F
Sum	360	23

See additional information

Student wybiera jedną specjalizację, którą realizuje w semestrach 5, 6 i 7

Speciality: Cyberbezpieczeństwo

List of speciality courses - Cyberbezpieczeństwo - Winter semester, 2025/26

Subject	Number of hours	ECTS points	Form of verification	Mandatory
Cyberbezpieczeństwo Course details ECTS points: 7.00 Form of verification: Exam/pass with grade Mandatory: Mandatory group	Lecture: 30 Laboratory exercises: 60	7	Exam/pass with grade	G
Dynamiczna analiza oprogramowania Course details Lecture: 15 h Laboratory exercises: 30 h ECTS points: 4.00 Form of verification: Exam Mandatory: Obligatory subjects	Lecture: 15 Laboratory exercises: 30	4	Exam	O
Analiza statyczna oprogramowania Course details Lecture: 15 h Laboratory exercises: 30 h ECTS points: 3.00 Form of verification: Pass with grade Mandatory: Obligatory subjects	Lecture: 15 Laboratory exercises: 30	3	Pass with grade	O
Sum	90	7

Speciality: Technologie chmurowe

List of speciality courses - Technologie chmurowe - Winter semester, 2025/26

Subject	Number of hours	ECTS points	Form of verification	Mandatory
Technologie chmurowe Course details ECTS points: 7.00 Form of verification: Exam/pass with grade Mandatory: Mandatory group	Lecture: 30 Laboratory exercises: 60	7	Exam/pass with grade	G
Wirtualizacja i Konteneryzacja Course details Lecture: 15 h Laboratory exercises: 30 h ECTS points: 4.00 Form of verification: Exam Mandatory: Obligatory subjects	Lecture: 15 Laboratory exercises: 30	4	Exam	O
Usługi Devops (CKA) Course details Lecture: 15 h Laboratory exercises: 30 h ECTS points: 3.00 Form of verification: Pass with grade Mandatory: Obligatory subjects	Lecture: 15 Laboratory exercises: 30	3	Pass with grade	O
Sum	90	7

Speciality: Inżynieria systemów informacyjnych

List of speciality courses - Inżynieria systemów informacyjnych - Winter semester, 2025/26

Subject	Number of hours	ECTS points	Form of verification	Mandatory
Inżynieria systemów informacyjnych Course details ECTS points: 7.00 Form of verification: Exam/pass with grade Mandatory: Mandatory group	Lecture: 30 Laboratory exercises: 60	7	Exam/pass with grade	G
Architektura oprogramowania Course details Lecture: 15 h Laboratory exercises: 30 h ECTS points: 4.00 Form of verification: Exam Mandatory: Obligatory subjects	Lecture: 15 Laboratory exercises: 30	4	Exam	O
Programowanie komponentowe Course details Lecture: 15 h Laboratory exercises: 30 h ECTS points: 3.00 Form of verification: Pass with grade Mandatory: Obligatory subjects	Lecture: 15 Laboratory exercises: 30	3	Pass with grade	O
Sum	90	7

Speciality: Inżynieria systemów komputerowych

List of speciality courses - Inżynieria systemów komputerowych - Winter semester, 2025/26

Subject	Number of hours	ECTS points	Form of verification	Mandatory
Inżynieria systemów komputerowych Course details ECTS points: 7.00 Form of verification: Exam/pass with grade Mandatory: Mandatory group	Lecture: 30 Laboratory exercises: 60	7	Exam/pass with grade	G
Teoria algorytmów Course details Lecture: 15 h Laboratory exercises: 30 h ECTS points: 4.00 Form of verification: Exam Mandatory: Obligatory subjects	Lecture: 15 Laboratory exercises: 30	4	Exam	O
Podstawy teleinformatyki Course details Lecture: 15 h Laboratory exercises: 30 h ECTS points: 3.00 Form of verification: Pass with grade Mandatory: Obligatory subjects	Lecture: 15 Laboratory exercises: 30	3	Pass with grade	O
Sum	90	7

Speciality: Techniki multimedialne

List of speciality courses - Techniki multimedialne - Winter semester, 2025/26

Subject	Number of hours	ECTS points	Form of verification	Mandatory
Techniki multimedialne Course details ECTS points: 7.00 Form of verification: Exam/pass with grade Mandatory: Mandatory group	Lecture: 30 Laboratory exercises: 60	7	Exam/pass with grade	G
Systemy multimedialne Course details Lecture: 15 h Laboratory exercises: 30 h ECTS points: 3.00 Form of verification: Exam Mandatory: Obligatory subjects	Lecture: 15 Laboratory exercises: 30	3	Exam	O
Podstawy fotografii cyfrowej Course details Lecture: 15 h Laboratory exercises: 30 h ECTS points: 4.00 Form of verification: Pass with grade Mandatory: Obligatory subjects	Lecture: 15 Laboratory exercises: 30	4	Pass with grade	O
Sum	90	7

List of courses - Summer semester, 2025/26

Subject	Number of hours	ECTS points	Form of verification	Mandatory
Grafika komputerowa i komunikacja z komputerem Course details Lecture: 30 h Laboratory exercises: 30 h ECTS points: 5.00 Form of verification: Exam Mandatory: Obligatory subjects	Lecture: 30 Laboratory exercises: 30	5	Exam	O
Projekt zespołowy Course details Laboratory exercises: 15 h ECTS points: 2.00 Form of verification: Pass with grade Mandatory: Obligatory subjects	Laboratory exercises: 15	2	Pass with grade	O
Problemy społeczne i zawodowe informatyki Course details Lecture: 15 h ECTS points: 1.00 Form of verification: Pass with grade Mandatory: Obligatory subjects	Lecture: 15	1	Pass with grade	O
Moduł 3 Course details ECTS points: 4.00 Form of verification: Pass with grade Mandatory: Mandatory group	Lecture: 60	4	Pass with grade	G
Student wybiera dwa przedmioty z otwartej listy
Moduł 3 Course details Lecture: 60 h ECTS points: 4.00 Form of verification: Pass with grade Mandatory: Elective subjects	Lecture: 60	4	Pass with grade	F
Seminarium dyplomowe Course details ECTS points: 2.00 Form of verification: Pass Mandatory: Mandatory group	Auditorium exercises: 30	2	Pass	G
Seminarium dyplomowe Course details Auditorium exercises: 30 h ECTS points: 2.00 Form of verification: Pass Mandatory: Elective subjects	Auditorium exercises: 30	2	Pass	F
Sum	180	14

Speciality: Cyberbezpieczeństwo

List of speciality courses - Cyberbezpieczeństwo - Summer semester, 2025/26

Subject	Number of hours	ECTS points	Form of verification	Mandatory
Cyberbezpieczeństwo Course details ECTS points: 16.00 Form of verification: Exam/pass with grade Mandatory: Mandatory group	Lecture: 90 Laboratory exercises: 120	16	Exam/pass with grade	G
Testy penetracyjne Course details Lecture: 30 h Laboratory exercises: 30 h ECTS points: 5.00 Form of verification: Exam Mandatory: Obligatory subjects	Lecture: 30 Laboratory exercises: 30	5	Exam	O
Audyt bezpieczeństwa Course details Lecture: 30 h Laboratory exercises: 30 h ECTS points: 4.00 Form of verification: Pass with grade Mandatory: Obligatory subjects	Lecture: 30 Laboratory exercises: 30	4	Pass with grade	O
Bezpieczeństwo sieci Course details Lecture: 15 h Laboratory exercises: 30 h ECTS points: 3.00 Form of verification: Pass with grade Mandatory: Obligatory subjects	Lecture: 15 Laboratory exercises: 30	3	Pass with grade	O
Projektowanie bezpiecznych aplikacji Course details Lecture: 15 h Laboratory exercises: 30 h ECTS points: 4.00 Form of verification: Exam Mandatory: Elective subjects	Lecture: 15 Laboratory exercises: 30	4	Exam	F
Sum	210	16

Speciality: Technologie chmurowe

List of speciality courses - Technologie chmurowe - Summer semester, 2025/26

Subject	Number of hours	ECTS points	Form of verification	Mandatory
Technologie chmurowe Course details ECTS points: 16.00 Form of verification: Exam/pass with grade Mandatory: Mandatory group	Lecture: 90 Laboratory exercises: 120	16	Exam/pass with grade	G
Uczenie maszynowe w chmurze Course details Lecture: 30 h Laboratory exercises: 30 h ECTS points: 5.00 Form of verification: Exam Mandatory: Obligatory subjects	Lecture: 30 Laboratory exercises: 30	5	Exam	O
Deep learning w chmurze Course details Lecture: 15 h Laboratory exercises: 30 h ECTS points: 4.00 Form of verification: Exam Mandatory: Obligatory subjects	Lecture: 15 Laboratory exercises: 30	4	Exam	O
Bezpieczeństwo usług chmurowych Course details Lecture: 30 h Laboratory exercises: 30 h ECTS points: 4.00 Form of verification: Pass with grade Mandatory: Obligatory subjects	Lecture: 30 Laboratory exercises: 30	4	Pass with grade	O
Programowanie w chmurze (CKAD) Course details Lecture: 15 h Laboratory exercises: 30 h ECTS points: 3.00 Form of verification: Pass with grade Mandatory: Obligatory subjects	Lecture: 15 Laboratory exercises: 30	3	Pass with grade	O
Sum	210	16

Speciality: Inżynieria systemów informacyjnych

List of speciality courses - Inżynieria systemów informacyjnych - Summer semester, 2025/26

Subject	Number of hours	ECTS points	Form of verification	Mandatory
Inżynieria systemów informacyjnych Course details ECTS points: 16.00 Form of verification: Exam/pass with grade Mandatory: Mandatory group	Lecture: 90 Laboratory exercises: 120	16	Exam/pass with grade	G
Ochrona informacji i bezpieczeństwo systemów komputerowych Course details Lecture: 30 h Laboratory exercises: 30 h ECTS points: 5.00 Form of verification: Exam Mandatory: Obligatory subjects	Lecture: 30 Laboratory exercises: 30	5	Exam	O
Programowanie w Internecie Course details Lecture: 15 h Laboratory exercises: 30 h ECTS points: 4.00 Form of verification: Exam Mandatory: Obligatory subjects	Lecture: 15 Laboratory exercises: 30	4	Exam	O
Systemy przetwarzania danych Course details Lecture: 30 h Laboratory exercises: 30 h ECTS points: 4.00 Form of verification: Pass with grade Mandatory: Obligatory subjects	Lecture: 30 Laboratory exercises: 30	4	Pass with grade	O
Hurtownie danych Course details Lecture: 15 h Laboratory exercises: 30 h ECTS points: 3.00 Form of verification: Pass with grade Mandatory: Obligatory subjects	Lecture: 15 Laboratory exercises: 30	3	Pass with grade	O
Sum	210	16

Speciality: Inżynieria systemów komputerowych

List of speciality courses - Inżynieria systemów komputerowych - Summer semester, 2025/26

Subject	Number of hours	ECTS points	Form of verification	Mandatory
Inżynieria systemów komputerowych Course details ECTS points: 16.00 Form of verification: Exam/pass with grade Mandatory: Mandatory group	Lecture: 120 Laboratory exercises: 90	16	Exam/pass with grade	G
Systemy wbudowane Course details Lecture: 30 h Laboratory exercises: 30 h ECTS points: 5.00 Form of verification: Exam Mandatory: Obligatory subjects	Lecture: 30 Laboratory exercises: 30	5	Exam	O
Systemy rozproszone Course details Lecture: 30 h Laboratory exercises: 30 h ECTS points: 5.00 Form of verification: Exam Mandatory: Obligatory subjects	Lecture: 30 Laboratory exercises: 30	5	Exam	O
Usługi sieciowe Course details Lecture: 30 h Laboratory exercises: 15 h ECTS points: 3.00 Form of verification: Pass with grade Mandatory: Obligatory subjects	Lecture: 30 Laboratory exercises: 15	3	Pass with grade	O
Bezpieczeństwo sprzętowe Course details Lecture: 30 h Laboratory exercises: 15 h ECTS points: 3.00 Form of verification: Exam Mandatory: Obligatory subjects	Lecture: 30 Laboratory exercises: 15	3	Exam	O
Sum	210	16

Speciality: Techniki multimedialne

List of speciality courses - Techniki multimedialne - Summer semester, 2025/26

Subject	Number of hours	ECTS points	Form of verification	Mandatory
Techniki multimedialne Course details ECTS points: 16.00 Form of verification: Exam/pass with grade Mandatory: Mandatory group	Lecture: 105 Laboratory exercises: 105	16	Exam/pass with grade	G
Podstawy przetwarzania dźwięku Course details Lecture: 15 h Laboratory exercises: 30 h ECTS points: 4.00 Form of verification: Exam Mandatory: Obligatory subjects	Lecture: 15 Laboratory exercises: 30	4	Exam	O
Systemy rozproszone Course details Lecture: 30 h Laboratory exercises: 15 h ECTS points: 4.00 Form of verification: Exam Mandatory: Obligatory subjects	Lecture: 30 Laboratory exercises: 15	4	Exam	O
Wizualizacja danych Course details Lecture: 15 h Laboratory exercises: 15 h ECTS points: 3.00 Form of verification: Pass with grade Mandatory: Obligatory subjects	Lecture: 15 Laboratory exercises: 15	3	Pass with grade	O
Symulacja komputerowa Course details Lecture: 15 h Laboratory exercises: 30 h ECTS points: 3.00 Form of verification: Pass with grade Mandatory: Obligatory subjects	Lecture: 15 Laboratory exercises: 30	3	Pass with grade	O
Aplikacje internetowe Course details Lecture: 30 h Laboratory exercises: 15 h ECTS points: 2.00 Form of verification: Pass with grade Mandatory: Obligatory subjects	Lecture: 30 Laboratory exercises: 15	2	Pass with grade	O
Sum	210	16

List of courses - Winter semester, 2026/27

Subject	Number of hours	ECTS points	Form of verification	Mandatory
Sztuczna inteligencja Course details Lecture: 30 h Laboratory exercises: 15 h ECTS points: 4.00 Form of verification: Exam Mandatory: Obligatory subjects	Lecture: 30 Laboratory exercises: 15	4	Exam	O
Przedmiot HS do wyboru Course details ECTS points: 2.00 Form of verification: Pass with grade Mandatory: Mandatory group	Lecture: 30	2	Pass with grade	G
Prawo pracy Course details Lecture: 30 h ECTS points: 2.00 Form of verification: Pass with grade Mandatory: Elective subjects	Lecture: 30	2	Pass with grade	F
Komunikacja międzykulturowa Course details Lecture: 30 h ECTS points: 2.00 Form of verification: Pass with grade Mandatory: Elective subjects	Lecture: 30	2	Pass with grade	F
Moduł 4 Course details ECTS points: 2.00 Form of verification: Pass with grade Mandatory: Mandatory group	Lecture: 30	2	Pass with grade	G
Moduł 4 Course details Lecture: 30 h ECTS points: 2.00 Form of verification: Pass with grade Mandatory: Elective subjects	Lecture: 30	2	Pass with grade	F
Seminarium dyplomowe Course details ECTS points: 2.00 Form of verification: Pass Mandatory: Mandatory group	Auditorium exercises: 30	2	Pass	G
Seminarium dyplomowe Course details Auditorium exercises: 30 h ECTS points: 2.00 Form of verification: Pass Mandatory: Elective subjects	Auditorium exercises: 30	2	Pass	F
Praca inżynierska Course details ECTS points: 15.00 Form of verification: Exam Mandatory: Mandatory group	Diploma thesis: 0	15	Exam	G
Praca inżynierska Course details Diploma thesis: 0 h ECTS points: 15.00 Form of verification: Exam Mandatory: Elective subjects	Diploma thesis: 0	15	Exam	F
Sum	135	25

Speciality: Cyberbezpieczeństwo

List of speciality courses - Cyberbezpieczeństwo - Winter semester, 2026/27

Subject	Number of hours	ECTS points	Form of verification	Mandatory
Cyberbezpieczeństwo Course details ECTS points: 5.00 Form of verification: Exam/pass with grade Mandatory: Mandatory group	Lecture: 45 Laboratory exercises: 30	5	Exam/pass with grade	G
Bezpieczeństwo sprzętowe Course details Lecture: 30 h Laboratory exercises: 15 h ECTS points: 3.00 Form of verification: Exam Mandatory: Obligatory subjects	Lecture: 30 Laboratory exercises: 15	3	Exam	O
Cyberterroryzm, wojny hybrydowe i międzynarodowe zagrożenia cyberbezpieczeństwa Course details Lecture: 15 h Laboratory exercises: 15 h ECTS points: 2.00 Form of verification: Pass with grade Mandatory: Obligatory subjects	Lecture: 15 Laboratory exercises: 15	2	Pass with grade	O
Sum	75	5

Speciality: Technologie chmurowe

List of speciality courses - Technologie chmurowe - Winter semester, 2026/27

Subject	Number of hours	ECTS points	Form of verification	Mandatory
Technologie chmurowe Course details ECTS points: 5.00 Form of verification: Exam/pass with grade Mandatory: Mandatory group	Lecture: 45 Laboratory exercises: 30	5	Exam/pass with grade	G
Metody Data Mining Course details Lecture: 30 h Laboratory exercises: 15 h ECTS points: 3.00 Form of verification: Exam Mandatory: Obligatory subjects	Lecture: 30 Laboratory exercises: 15	3	Exam	O
Komercjalizacja wiedzy w IT Course details Lecture: 15 h Laboratory exercises: 15 h ECTS points: 2.00 Form of verification: Pass with grade Mandatory: Obligatory subjects	Lecture: 15 Laboratory exercises: 15	2	Pass with grade	O
Sum	75	5

Speciality: Inżynieria systemów informacyjnych

List of speciality courses - Inżynieria systemów informacyjnych - Winter semester, 2026/27

Subject	Number of hours	ECTS points	Form of verification	Mandatory
Inżynieria systemów informacyjnych Course details ECTS points: 5.00 Form of verification: Exam/pass with grade Mandatory: Mandatory group	Lecture: 30 Laboratory exercises: 45	5	Exam/pass with grade	G
Systemy Business Intelligence Course details Lecture: 15 h Laboratory exercises: 30 h ECTS points: 3.00 Form of verification: Exam Mandatory: Obligatory subjects	Lecture: 15 Laboratory exercises: 30	3	Exam	O
Systemy handlu elektronicznego Course details Lecture: 15 h Laboratory exercises: 15 h ECTS points: 2.00 Form of verification: Pass with grade Mandatory: Obligatory subjects	Lecture: 15 Laboratory exercises: 15	2	Pass with grade	O
Sum	75	5

Speciality: Inżynieria systemów komputerowych

List of speciality courses - Inżynieria systemów komputerowych - Winter semester, 2026/27

Subject	Number of hours	ECTS points	Form of verification	Mandatory
Inżynieria systemów komputerowych Course details ECTS points: 5.00 Form of verification: Exam/pass with grade Mandatory: Mandatory group	Lecture: 45 Laboratory exercises: 30	5	Exam/pass with grade	G
Systemy mobilne i komunikacja bezprzewodowa Course details Lecture: 30 h Laboratory exercises: 15 h ECTS points: 3.00 Form of verification: Exam Mandatory: Obligatory subjects	Lecture: 30 Laboratory exercises: 15	3	Exam	O
Bezpieczeństwo systemów komputerowych Course details Lecture: 15 h Laboratory exercises: 15 h ECTS points: 2.00 Form of verification: Pass with grade Mandatory: Obligatory subjects	Lecture: 15 Laboratory exercises: 15	2	Pass with grade	O
Sum	75	5

Speciality: Techniki multimedialne

List of speciality courses - Techniki multimedialne - Winter semester, 2026/27

Subject	Number of hours	ECTS points	Form of verification	Mandatory
Techniki multimedialne Course details ECTS points: 5.00 Form of verification: Exam/pass with grade Mandatory: Mandatory group	Lecture: 45 Laboratory exercises: 30	5	Exam/pass with grade	G
Cyfrowe przetwarzanie obrazu Course details Lecture: 30 h Laboratory exercises: 15 h ECTS points: 3.00 Form of verification: Exam Mandatory: Obligatory subjects	Lecture: 30 Laboratory exercises: 15	3	Exam	O
Animacja komputerowa Course details Lecture: 15 h Laboratory exercises: 15 h ECTS points: 2.00 Form of verification: Pass with grade Mandatory: Obligatory subjects	Lecture: 15 Laboratory exercises: 15	2	Pass with grade	O
Sum	75	5