Major Computational Engineering

2021/2022, First-cycle (engineer) programme, Full-time studies

Celem kształcenia na kierunku „Inżynieria obliczeniowa” jest wyjście naprzeciw potrzebom współczesnego przemysłu i nauki, które coraz częściej poszukują absolwentek i absolwentów, łączących umiejętności programistyczne z wiedzą w zakresie nauk podstawowych, co pozwala im rozumieć i rozwijać różnorodne modele obliczeniowe. Przekazana w procesie kształcenia wiedza i umiejętności mają dotyczyć tak podstaw teoretycznych – matematycznych, fizycznych, informatycznych, jak i aspektów praktycznych: programowania, administracji systemami, przeprowadzania eksperymentów obliczeniowych, wykorzystania rozmaitych narzędzi, w tym systemów komercyjnych i oprogramowania otwartego.

Istotnym elementem programu studiów na kierunku „Inżynieria obliczeniowa” jest uwzględnienie w szerokim stopniu możliwości dostosowania profilu kształcenia do własnych zainteresowań i różnych dziedzin zastosowań. Wybór odpowiednich przedmiotów, pozwalający na zdecydowane wyjście poza zakres tradycyjnych metod numerycznych, w kierunku takich technik jak: sztuczna inteligencja, algorytmy ewolucyjne, automaty komórkowe, sieci neuronowe, systemy agentowe, sztuczne systemy immunologiczne czy wiele innych technik inspirowanych procesami z zakresu biologii lub nauk humanistycznych, daje możliwość innowacyjnej działalności w różnorodnych dziedzinach, jak np. modelowanie procesów technologicznych, projektowanie nowych materiałów, modelowanie procesów transportu, symulacje złożonych sieci teleinformatycznych, modelowanie zjawisk biologicznych czy procesów społecznych.

Absolwentki i absolwenci kierunku „Inżynieria obliczeniowa” są wszechstronnie przygotowani do uczestnictwa w zespołach programistycznych, w szczególności zajmujących się stosowaniem metod obliczeniowych w rozmaitych dziedzinach nauki i techniki. Posiadają cenne umiejętności oceny proponowanych przez systemy informatyczne rozwiązań, potrafią modyfikować sposób działania systemów informatycznych poprzez dobór danych wejściowych, modyfikacje samych systemów lub ich konfiguracji. Są także przygotowani do podjęcia pracy jako wysoko wykwalifikowani programiści lub administratorzy systemów informatycznych w dowolnym obszarze zastosowań informatyki.

Istnieje możliwość kontynuacji kształcenia na kierunku Informatyka Techniczna II stopnia..

Opiekun kierunku: dr hab. inż. Danuta Szeliga, prof. AGH

Zobacz pełny opis kierunku

Program ustalony Uchwałą Senatu nr 107/2019 z dnia 26 czerwca 2019 r.

List of courses - Winter semester, 2021/2022
Course	Number of hours	ECTS credits	Form of verification	Mandatoriness
Course details Lectures: 28 h Auditorium classes: 18 h Laboratory classes: 14 h ECTS points: 6.00 Form of verification: Exam Mandatoriness: Obligatory	Lectures: 28 Auditorium classes: 18 Laboratory classes: 14	6	Exam	Obligatory
Course details Lectures: 14 h ECTS points: 1.00 Form of verification: Completing the classes Mandatoriness: Obligatory	Lectures: 14	1	Completing the classes	Obligatory
Course details Lectures: 30 h Auditorium classes: 30 h ECTS points: 6.00 Form of verification: Exam Mandatoriness: Obligatory	Lectures: 30 Auditorium classes: 30	6	Exam	Obligatory
Course details Lectures: 28 h Auditorium classes: 28 h ECTS points: 3.00 Form of verification: Completing the classes Mandatoriness: Obligatory	Lectures: 28 Auditorium classes: 28	3	Completing the classes	Obligatory
Course details Lectures: 30 h Auditorium classes: 30 h ECTS points: 5.00 Form of verification: Exam Mandatoriness: Obligatory	Lectures: 30 Auditorium classes: 30	5	Exam	Obligatory
Course details Lectures: 30 h Auditorium classes: 30 h ECTS points: 5.00 Form of verification: Exam Mandatoriness: Obligatory	Lectures: 30 Auditorium classes: 30	5	Exam	Obligatory
Course details Lectures: 28 h Laboratory classes: 28 h ECTS points: 4.00 Form of verification: Exam Mandatoriness: Obligatory	Lectures: 28 Laboratory classes: 28	4	Exam	Obligatory
Sum	366	30

List of courses - Summer semester, 2021/2022
Course	Number of hours	ECTS credits	Form of verification	Mandatoriness
Course details Lectures: 28 h Laboratory classes: 28 h ECTS points: 4.00 Form of verification: Completing the classes Mandatoriness: Obligatory	Lectures: 28 Laboratory classes: 28	4	Completing the classes	Obligatory
Course details Lectures: 28 h Auditorium classes: 28 h ECTS points: 4.00 Form of verification: Exam Mandatoriness: Obligatory	Lectures: 28 Auditorium classes: 28	4	Exam	Obligatory
Course details Lectures: 30 h Auditorium classes: 15 h Laboratory classes: 15 h ECTS points: 6.00 Form of verification: Exam Mandatoriness: Obligatory	Lectures: 30 Auditorium classes: 15 Laboratory classes: 15	6	Exam	Obligatory
Course details Lectures: 28 h Laboratory classes: 14 h ECTS points: 4.00 Form of verification: Exam Mandatoriness: Obligatory	Lectures: 28 Laboratory classes: 14	4	Exam	Obligatory
Course details Lectures: 28 h Laboratory classes: 28 h ECTS points: 4.00 Form of verification: Exam Mandatoriness: Obligatory	Lectures: 28 Laboratory classes: 28	4	Exam	Obligatory
Course details Lectures: 30 h Auditorium classes: 30 h ECTS points: 5.00 Form of verification: Exam Mandatoriness: Obligatory	Lectures: 30 Auditorium classes: 30	5	Exam	Obligatory
Physical Education 1 Course details Physical education classes: 30 h ECTS points: 0.00 Form of verification: Completing the classes Mandatoriness: Obligatory	Physical education classes: 30	-	Completing the classes	Obligatory
Course details ECTS points: 3.00 Form of verification: Completing the classes Mandatoriness: Obligatory	Lectures: 15 Seminars: 15	3	Completing the classes	Obligatory
Zasady wyboru: Wybór jednego przedmiotu lub kilku przedmiotów za co najmniej 3 pkt. ECTS. Wybrany może być dowolny przedmiot z Uczelnianej Bazy Przedmiotów Obieralnych.
Course details Lectures: 15 h Seminars: 15 h ECTS points: 3.00 Form of verification: Completing the classes Mandatoriness: Elective	Lectures: 15 Seminars: 15	3	Completing the classes	Elective
Course details ECTS points: 0.00 Form of verification: Completing the classes Mandatoriness: Obligatory	Foreign language classes: 30	-	Completing the classes	Obligatory
Zasady wyboru: Język obcy do wyboru. Zalecany język angielski.
Course details Foreign language classes: 30 h ECTS points: 0.00 Form of verification: Completing the classes Mandatoriness: Elective	Foreign language classes: 30	-	Completing the classes	Elective
Course details Foreign language classes: 30 h ECTS points: 0.00 Form of verification: Completing the classes Mandatoriness: Elective	Foreign language classes: 30	-	Completing the classes	Elective
Course details Foreign language classes: 30 h ECTS points: 0.00 Form of verification: Completing the classes Mandatoriness: Elective	Foreign language classes: 30	-	Completing the classes	Elective
Course details Foreign language classes: 30 h ECTS points: 0.00 Form of verification: Completing the classes Mandatoriness: Elective	Foreign language classes: 30	-	Completing the classes	Elective
Course details Foreign language classes: 30 h ECTS points: 0.00 Form of verification: Completing the classes Mandatoriness: Elective	Foreign language classes: 30	-	Completing the classes	Elective
Sum	420	30

List of courses - Winter semester, 2022/2023
Course	Number of hours	ECTS credits	Form of verification	Mandatoriness
Course details Lectures: 28 h Project classes: 14 h ECTS points: 4.00 Form of verification: Exam Mandatoriness: Obligatory	Lectures: 28 Project classes: 14	4	Exam	Obligatory
Physical Education 2 Course details Physical education classes: 15 h ECTS points: 0.00 Form of verification: Completing the classes Mandatoriness: Obligatory	Physical education classes: 15	-	Completing the classes	Obligatory
Course details Lectures: 28 h Auditorium classes: 28 h ECTS points: 5.00 Form of verification: Exam Mandatoriness: Obligatory	Lectures: 28 Auditorium classes: 28	5	Exam	Obligatory
Course details Lectures: 28 h Laboratory classes: 28 h ECTS points: 5.00 Form of verification: Completing the classes Mandatoriness: Obligatory	Lectures: 28 Laboratory classes: 28	5	Completing the classes	Obligatory
Course details Lectures: 28 h Laboratory classes: 28 h ECTS points: 6.00 Form of verification: Exam Mandatoriness: Obligatory	Lectures: 28 Laboratory classes: 28	6	Exam	Obligatory
Course details Lectures: 28 h Project classes: 28 h ECTS points: 5.00 Form of verification: Exam Mandatoriness: Obligatory	Lectures: 28 Project classes: 28	5	Exam	Obligatory
Course details Lectures: 28 h Laboratory classes: 14 h ECTS points: 3.00 Form of verification: Exam Mandatoriness: Obligatory	Lectures: 28 Laboratory classes: 14	3	Exam	Obligatory
Course details ECTS points: 0.00 Form of verification: Completing the classes Mandatoriness: Obligatory	Foreign language classes: 45	-	Completing the classes	Obligatory
Zasady wyboru: Język obcy do wyboru. Zalecany język angielski.
Course details Foreign language classes: 45 h ECTS points: 0.00 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: 0.00 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: 0.00 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: 0.00 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: 0.00 Form of verification: Completing the classes Mandatoriness: Elective	Foreign language classes: 45	-	Completing the classes	Elective
Course details ECTS points: 2.00 Form of verification: Completing the classes Mandatoriness: Obligatory	Lectures: 15 Seminars: 15	2	Completing the classes	Obligatory
Zasady wyboru: Wybór jednego przedmiotu lub kilku przedmiotów za co najmniej 2 pkt. ECTS. Wybrany może być dowolny przedmiot z Uczelnianej Bazy Przedmiotów Obieralnych.
Course details Lectures: 15 h Seminars: 15 h ECTS points: 2.00 Form of verification: Completing the classes Mandatoriness: Elective	Lectures: 15 Seminars: 15	2	Completing the classes	Elective
Sum	398	30

List of courses - Summer semester, 2022/2023
Course	Number of hours	ECTS credits	Form of verification	Mandatoriness
Course details Lectures: 28 h Laboratory classes: 28 h ECTS points: 5.00 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: 5.00 Form of verification: Completing the classes Mandatoriness: Obligatory	Lectures: 28 Laboratory classes: 28	5	Completing the classes	Obligatory
Course details Lectures: 28 h Laboratory classes: 14 h ECTS points: 3.00 Form of verification: Exam Mandatoriness: Obligatory	Lectures: 28 Laboratory classes: 14	3	Exam	Obligatory
Course details Lectures: 28 h Laboratory classes: 28 h ECTS points: 4.00 Form of verification: Exam Mandatoriness: Obligatory	Lectures: 28 Laboratory classes: 28	4	Exam	Obligatory
Physical Education 3 Course details Physical education classes: 15 h ECTS points: 0.00 Form of verification: Completing the classes Mandatoriness: Obligatory	Physical education classes: 15	-	Completing the classes	Obligatory
Course details Lectures: 28 h Project classes: 28 h ECTS points: 4.00 Form of verification: Completing the classes Mandatoriness: Obligatory	Lectures: 28 Project classes: 28	4	Completing the classes	Obligatory
Course details Lectures: 28 h Laboratory classes: 28 h ECTS points: 4.00 Form of verification: Completing the classes Mandatoriness: Obligatory	Lectures: 28 Laboratory classes: 28	4	Completing the classes	Obligatory
Course details ECTS points: 5.00 Form of verification: Exam Mandatoriness: Obligatory	Foreign language classes: 60	5	Exam	Obligatory
Zasady wyboru: Język obcy do wyboru. Zalecany język angielski.
Course details Foreign language classes: 60 h ECTS points: 5.00 Form of verification: Exam Mandatoriness: Elective	Foreign language classes: 60	5	Exam	Elective
Course details Foreign language classes: 60 h ECTS points: 5.00 Form of verification: Exam Mandatoriness: Elective	Foreign language classes: 60	5	Exam	Elective
Course details Foreign language classes: 60 h ECTS points: 5.00 Form of verification: Exam Mandatoriness: Elective	Foreign language classes: 60	5	Exam	Elective
Course details Foreign language classes: 60 h ECTS points: 5.00 Form of verification: Exam Mandatoriness: Elective	Foreign language classes: 60	5	Exam	Elective
Course details Foreign language classes: 60 h ECTS points: 5.00 Form of verification: Exam Mandatoriness: Elective	Foreign language classes: 60	5	Exam	Elective
Sum	397	30

List of courses - Winter semester, 2023/2024
Course	Number of hours	ECTS credits	Form of verification	Mandatoriness
Course details Lectures: 28 h Laboratory classes: 28 h ECTS points: 5.00 Form of verification: Exam Mandatoriness: Obligatory	Lectures: 28 Laboratory classes: 28	5	Exam	Obligatory
Course details Lectures: 28 h Project classes: 28 h ECTS points: 5.00 Form of verification: Exam Mandatoriness: Obligatory	Lectures: 28 Project classes: 28	5	Exam	Obligatory
Course details Lectures: 28 h Project classes: 28 h ECTS points: 5.00 Form of verification: Exam Mandatoriness: Obligatory	Lectures: 28 Project classes: 28	5	Exam	Obligatory
Course details Lectures: 28 h Laboratory classes: 28 h ECTS points: 5.00 Form of verification: Exam Mandatoriness: Obligatory	Lectures: 28 Laboratory classes: 28	5	Exam	Obligatory
Course details ECTS points: 10.00 Form of verification: Completing the classes Mandatoriness: Obligatory	Workshop classes: 84	10	Completing the classes	Obligatory
Zasady wyboru: Obieralny cykl wykładów.
Course details Workshop classes: 84 h ECTS points: 10.00 Form of verification: Completing the classes Mandatoriness: Elective	Workshop classes: 84	10	Completing the classes	Elective
Sum	308	30

List of courses - Summer semester, 2023/2024
Course	Number of hours	ECTS credits	Form of verification	Mandatoriness
Course details Practical placement: 0 h ECTS points: 4.00 Form of verification: Completing the classes Mandatoriness: Obligatory	Practical placement: 0	4	Completing the classes	Obligatory
Course details Lectures: 28 h Laboratory classes: 28 h ECTS points: 5.00 Form of verification: Exam Mandatoriness: Obligatory	Lectures: 28 Laboratory classes: 28	5	Exam	Obligatory
Course details ECTS points: 15.00 Form of verification: Completing the classes Mandatoriness: Obligatory	Lectures: 112 Laboratory classes: 98	15	Completing the classes	Obligatory
Zasady wyboru: Student wybiera dowolne przedmioty z minimalną sumaryczną liczbą punktów ECTS 15. Wyboru dokonuje z otwartej listy przedmiotów obieralnych, która jest publikowana przed zakończeniem 5-tego semestru studiów. Lista ta uaktualniania jest corocznie i zawiera przedmioty dotyczące stosowania wybranych metod obliczeniowych w różnorodnych dziedzinach nauki i techniki.
Course details Lectures: 28 h Laboratory classes: 28 h ECTS points: 4.00 Form of verification: Exam Mandatoriness: Elective	Lectures: 28 Laboratory classes: 28	4	Exam	Elective
Course details Lectures: 28 h Laboratory classes: 28 h ECTS points: 4.00 Form of verification: Exam Mandatoriness: Elective	Lectures: 28 Laboratory classes: 28	4	Exam	Elective
Course details Lectures: 28 h Laboratory classes: 14 h ECTS points: 2.00 Form of verification: Completing the classes Mandatoriness: Elective	Lectures: 28 Laboratory classes: 14	2	Completing the classes	Elective
Course details Lectures: 28 h Laboratory classes: 28 h ECTS points: 5.00 Form of verification: Completing the classes Mandatoriness: Elective	Lectures: 28 Laboratory classes: 28	5	Completing the classes	Elective
Course details Lectures: 28 h Laboratory classes: 28 h ECTS points: 5.00 Form of verification: Exam Mandatoriness: Elective	Lectures: 28 Laboratory classes: 28	5	Exam	Elective
Course details Lectures: 28 h Laboratory classes: 28 h ECTS points: 5.00 Form of verification: Exam Mandatoriness: Elective	Lectures: 28 Laboratory classes: 28	5	Exam	Elective
Course details Lectures: 28 h Laboratory classes: 28 h ECTS points: 5.00 Form of verification: Exam Mandatoriness: Elective	Lectures: 28 Laboratory classes: 28	5	Exam	Elective
Course details Lectures: 28 h Laboratory classes: 14 h Project classes: 14 h ECTS points: 5.00 Form of verification: Exam Mandatoriness: Elective	Lectures: 28 Laboratory classes: 14 Project classes: 14	5	Exam	Elective
Course details Lectures: 28 h Project classes: 28 h ECTS points: 5.00 Form of verification: Exam Mandatoriness: Elective	Lectures: 28 Project classes: 28	5	Exam	Elective
Course details Lectures: 28 h Project classes: 28 h ECTS points: 5.00 Form of verification: Exam Mandatoriness: Elective	Lectures: 28 Project classes: 28	5	Exam	Elective
Course details Lectures: 14 h Laboratory classes: 14 h ECTS points: 2.00 Form of verification: Exam Mandatoriness: Elective	Lectures: 14 Laboratory classes: 14	2	Exam	Elective
Course details Lectures: 14 h Auditorium classes: 14 h ECTS points: 2.00 Form of verification: Exam Mandatoriness: Elective	Lectures: 14 Auditorium classes: 14	2	Exam	Elective
Course details ECTS points: 6.00 Form of verification: Completing the classes Mandatoriness: Obligatory	Lectures: 28 Laboratory classes: 28	6	Completing the classes	Obligatory
Zasady wyboru: Student wybiera przedmiot lub przedmioty z minimalną sumaryczną liczbą punktów ECTS 6. Wyboru dokonuje z Uczelnianej Bazy Przedmiotów Obieralnych.
Course details Lectures: 28 h Laboratory classes: 28 h ECTS points: 6.00 Form of verification: Exam Mandatoriness: Elective	Lectures: 28 Laboratory classes: 28	6	Exam	Elective
Sum	322	30

List of courses - Winter semester, 2024/2025
Course	Number of hours	ECTS credits	Form of verification	Mandatoriness
Course details Diploma Thesis: 0 h ECTS points: 15.00 Form of verification: Completing the classes Mandatoriness: Obligatory	Diploma Thesis: 0	15	Completing the classes	Obligatory
Course details ECTS points: 15.00 Form of verification: Completing the classes Mandatoriness: Obligatory	Lectures: 84 Laboratory classes: 84	15	Completing the classes	Obligatory
Zasady wyboru: Student wybiera dowolne przedmioty z minimalną sumaryczną liczbą punktów ECTS 15. Wyboru dokonuje z otwartej listy przedmiotów obieralnych, która jest publikowana przed zakończeniem 5-tego semestru studiów. Lista ta uaktualniania jest corocznie i zawiera przedmioty dotyczące stosowania wybranych metod obliczeniowych w różnorodnych dziedzinach nauki i techniki.
Course details Lectures: 28 h Laboratory classes: 28 h ECTS points: 5.00 Form of verification: Completing the classes Mandatoriness: Elective	Lectures: 28 Laboratory classes: 28	5	Completing the classes	Elective
Course details Lectures: 28 h Laboratory classes: 28 h ECTS points: 5.00 Form of verification: Exam Mandatoriness: Elective	Lectures: 28 Laboratory classes: 28	5	Exam	Elective
Course details Lectures: 28 h Laboratory classes: 28 h ECTS points: 5.00 Form of verification: Exam Mandatoriness: Elective	Lectures: 28 Laboratory classes: 28	5	Exam	Elective
Course details Lectures: 28 h Laboratory classes: 28 h ECTS points: 5.00 Form of verification: Completing the classes Mandatoriness: Elective	Lectures: 28 Laboratory classes: 28	5	Completing the classes	Elective
Course details Lectures: 28 h Laboratory classes: 28 h ECTS points: 5.00 Form of verification: Completing the classes Mandatoriness: Elective	Lectures: 28 Laboratory classes: 28	5	Completing the classes	Elective
Course details Lectures: 28 h Laboratory classes: 28 h ECTS points: 5.00 Form of verification: Exam Mandatoriness: Elective	Lectures: 28 Laboratory classes: 28	5	Exam	Elective
Course details Lectures: 28 h Laboratory classes: 28 h ECTS points: 5.00 Form of verification: Exam Mandatoriness: Elective	Lectures: 28 Laboratory classes: 28	5	Exam	Elective
Course details Lectures: 28 h Laboratory classes: 14 h Project classes: 14 h ECTS points: 4.00 Form of verification: Exam Mandatoriness: Elective	Lectures: 28 Laboratory classes: 14 Project classes: 14	4	Exam	Elective
Sum	168	30