Major Computer Science and Intelligent Systems

2024/2025, First-cycle (engineer) programme, Full-time studies

Kierunek studiów Informatyka i Systemy Inteligentne należy do dziedziny nauki: nauki inżynieryjno-techniczne i dyscypliny: informatyka techniczna i telekomunikacja. Celem studiów jest przekazanie wiedzy i informacji z zakresu informatyki oraz sztucznej inteligencji umożliwiających tworzenie i projektowanie rozwiązań informatycznych wykorzystujących i integrujących różne systemy inteligentne. Absolwenci tego kierunku będą mogli szukać zatrudnienia w przedsiębiorstwach lokujących się w różnych obszarach życia gospodarczego włączając w to firmy technologiczne, informatyczne transportowe, bankowo-finansowe i inne. Nabyte umiejętności pozwolą im wykonywać zawód programisty, architekta oprogramowania, konsultanta IT, integratora rozwiązań IT, managera, analityka danych. Studia inżynierskie I stopnia Informatyka i Systemy Inteligentne stanowią dobre przygotowanie do kontynuacji kształcenia na poziomie studiów II stopnia.

Zobacz pełny opis kierunku

Program ustalony Uchwałą nr 34/2020 Senatu AGH z dnia 26 lutego 2020 r., zmieniony Uchwałą nr 11/2024 Senatu AGH z dnia 24 stycznia 2024 r.

List of courses - Winter semester, 2024/2025
Course	Number of hours	ECTS credits	Form of verification	Mandatoriness
Course details Lectures: 28 h Auditorium classes: 28 h ECTS points: 5 Form of verification: Exam Mandatoriness: Obligatory	Lectures: 28 Auditorium classes: 28	5	Exam	Obligatory
Course details Lectures: 42 h Auditorium classes: 42 h ECTS points: 7 Form of verification: Exam Mandatoriness: Obligatory	Lectures: 42 Auditorium classes: 42	7	Exam	Obligatory
Course details Lectures: 14 h Auditorium classes: 7 h ECTS points: 2 Form of verification: Completing the classes Mandatoriness: Obligatory	Lectures: 14 Auditorium classes: 7	2	Completing the classes	Obligatory
Course details Lectures: 28 h Laboratory classes: 14 h ECTS points: 4 Form of verification: Completing the classes Mandatoriness: Obligatory	Lectures: 28 Laboratory classes: 14	4	Completing the classes	Obligatory
Course details Lectures: 28 h Laboratory classes: 42 h ECTS points: 5 Form of verification: Completing the classes Mandatoriness: Obligatory	Lectures: 28 Laboratory classes: 42	5	Completing the classes	Obligatory
Course details Lectures: 14 h Laboratory classes: 14 h ECTS points: 2 Form of verification: Completing the classes Mandatoriness: Obligatory	Lectures: 14 Laboratory classes: 14	2	Completing the classes	Obligatory
Course details Lectures: 21 h Laboratory classes: 21 h ECTS points: 3 Form of verification: Completing the classes Mandatoriness: Obligatory	Lectures: 21 Laboratory classes: 21	3	Completing the classes	Obligatory
Course details Lectures: 14 h Auditorium classes: 14 h ECTS points: 2 Form of verification: Completing the classes Mandatoriness: Obligatory	Lectures: 14 Auditorium classes: 14	2	Completing the classes	Obligatory
Physical Education 1 Course details Physical education classes: 30 h ECTS points: 0 Form of verification: Completing the classes Mandatoriness: Obligatory	Physical education classes: 30	-	Completing the classes	Obligatory
Sum	401	30

List of courses - Summer semester, 2024/2025
Course	Number of hours	ECTS credits	Form of verification	Mandatoriness
Course details Lectures: 30 h Auditorium classes: 15 h ECTS points: 5 Form of verification: Exam Mandatoriness: Obligatory	Lectures: 30 Auditorium classes: 15	5	Exam	Obligatory
Course details Lectures: 14 h Auditorium classes: 14 h ECTS points: 3 Form of verification: Exam Mandatoriness: Obligatory	Lectures: 14 Auditorium classes: 14	3	Exam	Obligatory
Course details Lectures: 28 h Laboratory classes: 28 h ECTS points: 5 Form of verification: Exam Mandatoriness: Obligatory	Lectures: 28 Laboratory classes: 28	5	Exam	Obligatory
Course details Lectures: 28 h Laboratory classes: 28 h ECTS points: 4 Form of verification: Exam Mandatoriness: Obligatory	Lectures: 28 Laboratory classes: 28	4	Exam	Obligatory
Course details Lectures: 28 h Auditorium classes: 28 h ECTS points: 4 Form of verification: Exam Mandatoriness: Obligatory	Lectures: 28 Auditorium classes: 28	4	Exam	Obligatory
Course details Lectures: 18 h ECTS points: 2 Form of verification: Completing the classes Mandatoriness: Obligatory	Lectures: 18	2	Completing the classes	Obligatory
Course details Lectures: 22 h Laboratory classes: 14 h Project classes: 14 h ECTS points: 3 Form of verification: Completing the classes Mandatoriness: Obligatory	Lectures: 22 Laboratory classes: 14 Project classes: 14	3	Completing the classes	Obligatory
Course details Lectures: 14 h Laboratory classes: 28 h ECTS points: 3 Form of verification: Completing the classes Mandatoriness: Obligatory	Lectures: 14 Laboratory classes: 28	3	Completing the classes	Obligatory
Course details Laboratory classes: 14 h ECTS points: 1 Form of verification: Completing the classes Mandatoriness: Obligatory	Laboratory classes: 14	1	Completing the classes	Obligatory
Physical Education 2 Course details Physical education classes: 15 h ECTS points: 0 Form of verification: Completing the classes Mandatoriness: Obligatory	Physical education classes: 15	-	Completing the classes	Obligatory
Course details ECTS points: 0 Form of verification: Completing the classes Mandatoriness: Obligatory	Foreign language classes: 45	-	Completing the classes	Obligatory
Zasady wyboru grup/modułów: Student wybiera jeden przedmiot z grupy
Course details Foreign language classes: 45 h ECTS points: 0 Form of verification: Completing the classes Mandatoriness: Elective	Foreign language classes: 45	-	Completing the classes	Elective
Course details Foreign language classes: 45 h ECTS points: 0 Form of verification: Completing the classes Mandatoriness: Elective	Foreign language classes: 45	-	Completing the classes	Elective
Course details Foreign language classes: 45 h ECTS points: 0 Form of verification: Completing the classes Mandatoriness: Elective	Foreign language classes: 45	-	Completing the classes	Elective
Course details Foreign language classes: 45 h ECTS points: 0 Form of verification: Completing the classes Mandatoriness: Elective	Foreign language classes: 45	-	Completing the classes	Elective
Course details Foreign language classes: 45 h ECTS points: 0 Form of verification: Completing the classes Mandatoriness: Elective	Foreign language classes: 45	-	Completing the classes	Elective
Sum	425	30

List of courses - Winter semester, 2025/2026
Course	Number of hours	ECTS credits	Form of verification	Mandatoriness
Course details Lectures: 30 h Laboratory classes: 15 h ECTS points: 4 Form of verification: Exam Mandatoriness: Obligatory	Lectures: 30 Laboratory classes: 15	4	Exam	Obligatory
Course details Lectures: 28 h Laboratory classes: 28 h ECTS points: 4 Form of verification: Exam Mandatoriness: Obligatory	Lectures: 28 Laboratory classes: 28	4	Exam	Obligatory
Course details Lectures: 28 h Auditorium classes: 14 h ECTS points: 3 Form of verification: Exam Mandatoriness: Obligatory	Lectures: 28 Auditorium classes: 14	3	Exam	Obligatory
Course details Lectures: 15 h Laboratory classes: 15 h ECTS points: 3 Form of verification: Completing the classes Mandatoriness: Obligatory	Lectures: 15 Laboratory classes: 15	3	Completing the classes	Obligatory
Course details Lectures: 28 h Laboratory classes: 28 h ECTS points: 4 Form of verification: Completing the classes Mandatoriness: Obligatory	Lectures: 28 Laboratory classes: 28	4	Completing the classes	Obligatory
Course details Lectures: 14 h Laboratory classes: 14 h ECTS points: 2 Form of verification: Completing the classes Mandatoriness: Obligatory	Lectures: 14 Laboratory classes: 14	2	Completing the classes	Obligatory
Course details Lectures: 20 h Laboratory classes: 20 h ECTS points: 4 Form of verification: Completing the classes Mandatoriness: Obligatory	Lectures: 20 Laboratory classes: 20	4	Completing the classes	Obligatory
Course details Lectures: 28 h Project classes: 14 h ECTS points: 3 Form of verification: Completing the classes Mandatoriness: Obligatory	Lectures: 28 Project classes: 14	3	Completing the classes	Obligatory
Course details Lectures: 14 h Laboratory classes: 14 h ECTS points: 2 Form of verification: Completing the classes Mandatoriness: Obligatory	Lectures: 14 Laboratory classes: 14	2	Completing the classes	Obligatory
Physical Education 3 Course details Physical education classes: 15 h ECTS points: 0 Form of verification: Completing the classes Mandatoriness: Obligatory	Physical education classes: 15	-	Completing the classes	Obligatory
Course details ECTS points: 0 Form of verification: Completing the classes Mandatoriness: Obligatory	Foreign language classes: 45	-	Completing the classes	Obligatory
Zasady wyboru grup/modułów: Student wybiera jeden przedmiot z grupy
Course details Foreign language classes: 45 h ECTS points: 0 Form of verification: Completing the classes Mandatoriness: Elective	Foreign language classes: 45	-	Completing the classes	Elective
Course details Foreign language classes: 45 h ECTS points: 0 Form of verification: Completing the classes Mandatoriness: Elective	Foreign language classes: 45	-	Completing the classes	Elective
Course details Foreign language classes: 45 h ECTS points: 0 Form of verification: Completing the classes Mandatoriness: Elective	Foreign language classes: 45	-	Completing the classes	Elective
Course details Foreign language classes: 45 h ECTS points: 0 Form of verification: Completing the classes Mandatoriness: Elective	Foreign language classes: 45	-	Completing the classes	Elective
Course details Foreign language classes: 45 h ECTS points: 0 Form of verification: Completing the classes Mandatoriness: Elective	Foreign language classes: 45	-	Completing the classes	Elective
Sum	427	29

List of courses - Summer semester, 2025/2026
Course	Number of hours	ECTS credits	Form of verification	Mandatoriness
Course details Lectures: 28 h Laboratory classes: 28 h ECTS points: 4 Form of verification: Exam Mandatoriness: Obligatory	Lectures: 28 Laboratory classes: 28	4	Exam	Obligatory
Course details Lectures: 28 h Laboratory classes: 28 h ECTS points: 4 Form of verification: Exam Mandatoriness: Obligatory	Lectures: 28 Laboratory classes: 28	4	Exam	Obligatory
Course details Lectures: 28 h Project classes: 28 h ECTS points: 4 Form of verification: Exam Mandatoriness: Obligatory	Lectures: 28 Project classes: 28	4	Exam	Obligatory
Course details Lectures: 28 h Laboratory classes: 28 h ECTS points: 4 Form of verification: Completing the classes Mandatoriness: Obligatory	Lectures: 28 Laboratory classes: 28	4	Completing the classes	Obligatory
Course details Lectures: 14 h Laboratory classes: 14 h Project classes: 14 h ECTS points: 3 Form of verification: Completing the classes Mandatoriness: Obligatory	Lectures: 14 Laboratory classes: 14 Project classes: 14	3	Completing the classes	Obligatory
Course details Lectures: 14 h Laboratory classes: 28 h ECTS points: 3 Form of verification: Completing the classes Mandatoriness: Obligatory	Lectures: 14 Laboratory classes: 28	3	Completing the classes	Obligatory
Course details Lectures: 28 h Laboratory classes: 14 h ECTS points: 2 Form of verification: Completing the classes Mandatoriness: Obligatory	Lectures: 28 Laboratory classes: 14	2	Completing the classes	Obligatory
Course details ECTS points: 2 Form of verification: Completing the classes Mandatoriness: Obligatory	Lectures: 30	2	Completing the classes	Obligatory
Zasady wyboru grup/modułów: Jeden przedmiot z grupy. Student wybiera przedmiot za co najmniej 2 ECTS z bloku humanistyczno-społecznego Uczelnianej Bazy Przedmiotów Obieralnych.
Moduł HES przedmioty humanistyczne-ekonomiczne-społeczne Course details Lectures: 30 h ECTS points: 2 Form of verification: Completing the classes Mandatoriness: Elective	Lectures: 30	2	Completing the classes	Elective
Course details ECTS points: 5 Form of verification: Completing the classes Mandatoriness: Obligatory	Foreign language classes: 45	5	Completing the classes	Obligatory
Zasady wyboru grup/modułów: Student wybiera jeden przedmiot z grupy.
Course details Foreign language classes: 45 h ECTS points: 5 Form of verification: Exam Mandatoriness: Elective	Foreign language classes: 45	5	Exam	Elective
Course details Foreign language classes: 45 h ECTS points: 5 Form of verification: Exam Mandatoriness: Elective	Foreign language classes: 45	5	Exam	Elective
Course details Foreign language classes: 45 h ECTS points: 5 Form of verification: Exam Mandatoriness: Elective	Foreign language classes: 45	5	Exam	Elective
Course details Foreign language classes: 45 h ECTS points: 5 Form of verification: Exam Mandatoriness: Elective	Foreign language classes: 45	5	Exam	Elective
Course details Foreign language classes: 45 h ECTS points: 5 Form of verification: Exam Mandatoriness: Elective	Foreign language classes: 45	5	Exam	Elective
Sum	425	31

List of courses - Winter semester, 2026/2027
Course	Number of hours	ECTS credits	Form of verification	Mandatoriness
Course details Project classes: 42 h ECTS points: 3 Form of verification: Completing the classes Mandatoriness: Obligatory	Project classes: 42	3	Completing the classes	Obligatory
Course details Lectures: 28 h Laboratory classes: 28 h ECTS points: 4 Form of verification: Completing the classes Mandatoriness: Obligatory	Lectures: 28 Laboratory classes: 28	4	Completing the classes	Obligatory
Course details Lectures: 28 h Project classes: 14 h ECTS points: 2 Form of verification: Completing the classes Mandatoriness: Obligatory	Lectures: 28 Project classes: 14	2	Completing the classes	Obligatory
Course details Lectures: 14 h Laboratory classes: 28 h ECTS points: 2 Form of verification: Completing the classes Mandatoriness: Obligatory	Lectures: 14 Laboratory classes: 28	2	Completing the classes	Obligatory
Course details Lectures: 20 h Laboratory classes: 28 h ECTS points: 3 Form of verification: Exam Mandatoriness: Obligatory	Lectures: 20 Laboratory classes: 28	3	Exam	Obligatory
Course details Lectures: 14 h Auditorium classes: 14 h ECTS points: 2 Form of verification: Completing the classes Mandatoriness: Obligatory	Lectures: 14 Auditorium classes: 14	2	Completing the classes	Obligatory
Course details ECTS points: 8 Form of verification: Completing the classes Mandatoriness: Obligatory	Total number of contact hours: 84	8	Completing the classes	Obligatory
Zasady wyboru grup/modułów: Studenci muszą wybrać co najmniej trzy przedmioty z puli przedmiotów do wyboru za minimalnie 8 pkt. ECTS, w tym co najmniej jeden przedmiot w języku angielskim.
Course details Lectures: 14 h Laboratory classes: 14 h ECTS points: 3 Form of verification: Completing the classes Mandatoriness: Elective	Lectures: 14 Laboratory classes: 14	3	Completing the classes	Elective
Course details Lectures: 14 h Project classes: 14 h ECTS points: 3 Form of verification: Completing the classes Mandatoriness: Elective	Lectures: 14 Project classes: 14	3	Completing the classes	Elective
Course details Lectures: 14 h Laboratory classes: 14 h ECTS points: 4 Form of verification: Completing the classes Mandatoriness: Elective	Lectures: 14 Laboratory classes: 14	4	Completing the classes	Elective
Course details Lectures: 14 h Laboratory classes: 14 h ECTS points: 3 Form of verification: Completing the classes Mandatoriness: Elective	Lectures: 14 Laboratory classes: 14	3	Completing the classes	Elective
Course details Lectures: 14 h Laboratory classes: 14 h ECTS points: 3 Form of verification: Completing the classes Mandatoriness: Elective	Lectures: 14 Laboratory classes: 14	3	Completing the classes	Elective
Course details Lectures: 14 h Laboratory classes: 14 h ECTS points: 3 Form of verification: Completing the classes Mandatoriness: Elective	Lectures: 14 Laboratory classes: 14	3	Completing the classes	Elective
Course details Lectures: 14 h Laboratory classes: 14 h ECTS points: 3 Form of verification: Completing the classes Mandatoriness: Elective	Lectures: 14 Laboratory classes: 14	3	Completing the classes	Elective
Course details Lectures: 14 h Auditorium classes: 14 h ECTS points: 2 Form of verification: Completing the classes Mandatoriness: Elective	Lectures: 14 Auditorium classes: 14	2	Completing the classes	Elective
Course details Participation in a student research club: 0 h ECTS points: 3 Form of verification: Completing the classes Mandatoriness: Elective	Participation in a student research club: 0	3	Completing the classes	Elective
Course details Control and transitional thesis: 45 h ECTS points: 3 Form of verification: Completing the classes Mandatoriness: Elective	Control and transitional thesis: 45	3	Completing the classes	Elective
Course details ECTS points: 6 Form of verification: Completing the classes Mandatoriness: Obligatory	Total number of contact hours: 56	6	Completing the classes	Obligatory
Zasady wyboru grup/modułów: Studenci muszą wybrać co najmniej dwa przedmioty z puli przedmiotów do wyboru za minimalnie 6 pkt. ECTS.
Course details Lectures: 14 h Seminars: 14 h ECTS points: 3 Form of verification: Completing the classes Mandatoriness: Elective	Lectures: 14 Seminars: 14	3	Completing the classes	Elective
Course details Lectures: 14 h Laboratory classes: 14 h ECTS points: 3 Form of verification: Completing the classes Mandatoriness: Elective	Lectures: 14 Laboratory classes: 14	3	Completing the classes	Elective
Course details Lectures: 14 h Laboratory classes: 14 h ECTS points: 3 Form of verification: Completing the classes Mandatoriness: Elective	Lectures: 14 Laboratory classes: 14	3	Completing the classes	Elective
Course details Lectures: 14 h Laboratory classes: 14 h ECTS points: 3 Form of verification: Completing the classes Mandatoriness: Elective	Lectures: 14 Laboratory classes: 14	3	Completing the classes	Elective
Course details Lectures: 14 h Discussion seminars: 14 h ECTS points: 3 Form of verification: Completing the classes Mandatoriness: Elective	Lectures: 14 Discussion seminars: 14	3	Completing the classes	Elective
Sum	398	30

List of courses - Summer semester, 2026/2027
Course	Number of hours	ECTS credits	Form of verification	Mandatoriness
Course details Practical placement: 0 h ECTS points: 4 Form of verification: Completing the classes Mandatoriness: Obligatory	Practical placement: 0	4	Completing the classes	Obligatory
Course details Lectures: 14 h ECTS points: 1 Form of verification: Completing the classes Mandatoriness: Obligatory	Lectures: 14	1	Completing the classes	Obligatory
Course details Project classes: 28 h ECTS points: 2 Form of verification: Completing the classes Mandatoriness: Obligatory	Project classes: 28	2	Completing the classes	Obligatory
Course details Project classes: 42 h ECTS points: 3 Form of verification: Completing the classes Mandatoriness: Obligatory	Project classes: 42	3	Completing the classes	Obligatory
Course details Lectures: 28 h Auditorium classes: 28 h ECTS points: 4 Form of verification: Exam Mandatoriness: Obligatory	Lectures: 28 Auditorium classes: 28	4	Exam	Obligatory
Course details ECTS points: 8 Form of verification: Completing the classes Mandatoriness: Obligatory	Lectures: 28 Laboratory classes: 28 Control and transitional thesis: 56	8	Completing the classes	Obligatory
Zasady wyboru grup/modułów: Studenci muszą wybrać co najmniej dwa przedmioty z puli przedmiotów do wyboru za minimalnie 8 pkt. ECTS.
Course details Lectures: 28 h Laboratory classes: 28 h ECTS points: 4 Form of verification: Completing the classes Mandatoriness: Elective	Lectures: 28 Laboratory classes: 28	4	Completing the classes	Elective
Course details Lectures: 28 h Laboratory classes: 28 h ECTS points: 4 Form of verification: Completing the classes Mandatoriness: Elective	Lectures: 28 Laboratory classes: 28	4	Completing the classes	Elective
Course details Participation in a student research club: 0 h ECTS points: 4 Form of verification: Completing the classes Mandatoriness: Elective	Participation in a student research club: 0	4	Completing the classes	Elective
Course details Control and transitional thesis: 56 h ECTS points: 4 Form of verification: Completing the classes Mandatoriness: Elective	Control and transitional thesis: 56	4	Completing the classes	Elective
Course details Lectures: 28 h Laboratory classes: 28 h ECTS points: 4 Form of verification: Completing the classes Mandatoriness: Elective	Lectures: 28 Laboratory classes: 28	4	Completing the classes	Elective
Course details Lectures: 28 h Laboratory classes: 28 h ECTS points: 4 Form of verification: Completing the classes Mandatoriness: Elective	Lectures: 28 Laboratory classes: 28	4	Completing the classes	Elective
Course details Lectures: 28 h Laboratory classes: 28 h ECTS points: 4 Form of verification: Completing the classes Mandatoriness: Elective	Lectures: 28 Laboratory classes: 28	4	Completing the classes	Elective
Course details Lectures: 28 h Laboratory classes: 28 h ECTS points: 4 Form of verification: Completing the classes Mandatoriness: Elective	Lectures: 28 Laboratory classes: 28	4	Completing the classes	Elective
Course details ECTS points: 8 Form of verification: Completing the classes Mandatoriness: Obligatory	Lectures: 56 Laboratory classes: 56	8	Completing the classes	Obligatory
Zasady wyboru grup/modułów: Studenci muszą wybrać co najmniej dwa przedmioty z puli przedmiotów do wyboru za minimalnie 8 pkt. ECTS.
Course details Lectures: 28 h Laboratory classes: 14 h Project classes: 14 h ECTS points: 4 Form of verification: Completing the classes Mandatoriness: Elective	Lectures: 28 Laboratory classes: 14 Project classes: 14	4	Completing the classes	Elective
Course details Lectures: 28 h Laboratory classes: 28 h ECTS points: 4 Form of verification: Completing the classes Mandatoriness: Elective	Lectures: 28 Laboratory classes: 28	4	Completing the classes	Elective
Course details Lectures: 28 h Project classes: 28 h ECTS points: 4 Form of verification: Completing the classes Mandatoriness: Elective	Lectures: 28 Project classes: 28	4	Completing the classes	Elective
Course details Lectures: 28 h Laboratory classes: 10 h Project classes: 22 h ECTS points: 4 Form of verification: Completing the classes Mandatoriness: Elective	Lectures: 28 Laboratory classes: 10 Project classes: 22	4	Completing the classes	Elective
Course details Lectures: 28 h Laboratory classes: 14 h Project classes: 14 h ECTS points: 4 Form of verification: Completing the classes Mandatoriness: Elective	Lectures: 28 Laboratory classes: 14 Project classes: 14	4	Completing the classes	Elective
Sum	364	30

List of courses - Winter semester, 2027/2028
Course	Number of hours	ECTS credits	Form of verification	Mandatoriness
Course details Project classes: 14 h ECTS points: 1 Form of verification: Completing the classes Mandatoriness: Obligatory	Project classes: 14	1	Completing the classes	Obligatory
Course details Diploma Thesis: 0 h ECTS points: 15 Form of verification: Completing the classes Mandatoriness: Obligatory	Diploma Thesis: 0	15	Completing the classes	Obligatory
Course details ECTS points: 8 Form of verification: Completing the classes Mandatoriness: Obligatory	Total number of contact hours: 98	8	Completing the classes	Obligatory
Zasady wyboru grup/modułów: Studenci muszą wybrać co najmniej trzy przedmioty z puli przedmiotów do wyboru za minimalnie 8 pkt. ECTS.
Course details Lectures: 14 h Laboratory classes: 28 h ECTS points: 3 Form of verification: Completing the classes Mandatoriness: Elective	Lectures: 14 Laboratory classes: 28	3	Completing the classes	Elective
Course details Lectures: 28 h Laboratory classes: 20 h ECTS points: 3 Form of verification: Completing the classes Mandatoriness: Elective	Lectures: 28 Laboratory classes: 20	3	Completing the classes	Elective
Course details Lectures: 10 h Laboratory classes: 20 h Project classes: 10 h ECTS points: 3 Form of verification: Completing the classes Mandatoriness: Elective	Lectures: 10 Laboratory classes: 20 Project classes: 10	3	Completing the classes	Elective
Course details Lectures: 14 h Laboratory classes: 14 h ECTS points: 3 Form of verification: Completing the classes Mandatoriness: Elective	Lectures: 14 Laboratory classes: 14	3	Completing the classes	Elective
Course details Project classes: 10 h Discussion seminars: 20 h ECTS points: 3 Form of verification: Completing the classes Mandatoriness: Elective	Project classes: 10 Discussion seminars: 20	3	Completing the classes	Elective
Course details Lectures: 14 h Laboratory classes: 28 h ECTS points: 3 Form of verification: Completing the classes Mandatoriness: Elective	Lectures: 14 Laboratory classes: 28	3	Completing the classes	Elective
Course details Lectures: 14 h Laboratory classes: 28 h ECTS points: 3 Form of verification: Completing the classes Mandatoriness: Elective	Lectures: 14 Laboratory classes: 28	3	Completing the classes	Elective
Course details Lectures: 14 h Laboratory classes: 14 h ECTS points: 3 Form of verification: Completing the classes Mandatoriness: Elective	Lectures: 14 Laboratory classes: 14	3	Completing the classes	Elective
Course details Lectures: 14 h Laboratory classes: 14 h ECTS points: 3 Form of verification: Completing the classes Mandatoriness: Elective	Lectures: 14 Laboratory classes: 14	3	Completing the classes	Elective
Course details Participation in a student research club: 0 h ECTS points: 2 Form of verification: Completing the classes Mandatoriness: Elective	Participation in a student research club: 0	2	Completing the classes	Elective
Course details Control and transitional thesis: 28 h ECTS points: 2 Form of verification: Completing the classes Mandatoriness: Elective	Control and transitional thesis: 28	2	Completing the classes	Elective
Course details ECTS points: 6 Form of verification: Completing the classes Mandatoriness: Obligatory	Total number of contact hours: 56	6	Completing the classes	Obligatory
Zasady wyboru grup/modułów: Studenci muszą wybrać co najmniej dwa przedmioty z puli przedmiotów do wyboru za minimalnie 6 pkt. ECTS.
Course details Lectures: 15 h Laboratory classes: 30 h Seminars: 15 h ECTS points: 3 Form of verification: Completing the classes Mandatoriness: Elective	Lectures: 15 Laboratory classes: 30 Seminars: 15	3	Completing the classes	Elective
Course details Lectures: 28 h Project classes: 14 h ECTS points: 3 Form of verification: Completing the classes Mandatoriness: Elective	Lectures: 28 Project classes: 14	3	Completing the classes	Elective
Course details Laboratory classes: 42 h ECTS points: 3 Form of verification: Completing the classes Mandatoriness: Elective	Laboratory classes: 42	3	Completing the classes	Elective
Course details Lectures: 14 h Laboratory classes: 14 h ECTS points: 3 Form of verification: Completing the classes Mandatoriness: Elective	Lectures: 14 Laboratory classes: 14	3	Completing the classes	Elective
Course details Lectures: 14 h Project classes: 14 h ECTS points: 3 Form of verification: Completing the classes Mandatoriness: Elective	Lectures: 14 Project classes: 14	3	Completing the classes	Elective
Course details Lectures: 14 h Laboratory classes: 14 h ECTS points: 3 Form of verification: Completing the classes Mandatoriness: Elective	Lectures: 14 Laboratory classes: 14	3	Completing the classes	Elective
Course details Lectures: 14 h Laboratory classes: 28 h ECTS points: 3 Form of verification: Completing the classes Mandatoriness: Elective	Lectures: 14 Laboratory classes: 28	3	Completing the classes	Elective
Sum	168	30