Major Data Science

2020/2021, Second-cycle (engineer) programme, Full-time studies

Kształcenie na studiach Informatyka – Data Science dostarcza wiedzy i kluczowych kompetencji w zagadnieniach analizy danych, metod uczenia maszynowego i sztucznej inteligencji oraz projektowania i realizacji systemów informatycznych opartych na danych. Absolwenci posiadają szeroką wiedzę w zakresie, między innymi, metod eksploracji danych, statystycznego uczenia maszynowego, sieci neuronowych oraz algorytmów przetwarzania i rozumienia języka naturalnego. Ponadto biegle posługują się językiem angielskim technicznym oraz posiadają kompetencje społeczne niezbędne w pracy zespołowej i realizacji złożonych projektów informatycznych. Kierunek Informatyka – Data Science zapewnia również kompetencje w zakresie planowania i realizacji prac badawczych oraz ustawicznego uzupełniania zdobytej wiedzy dziedzinowej. Dzięki tym efektom kształcenia absolwenci kierunku Informatyka – Data Science są przygotowani do pracy zawodowej w renomowanych, międzynarodowych przedsiębiorstwach informatycznych tworzących i oferujących rozwiązania oparte na danych i systemach uczących się.

Zobacz pełny opis kierunku

Program ustalony Uchwałą Senatu nr 31/2020 z dnia 26 lutego 2020 r.

List of courses - Summer semester, 2020/2021
Course	Number of hours	ECTS credits	Form of verification	Mandatoriness
Course details Lectures: 30 h Laboratory classes: 30 h ECTS points: 5.00 Form of verification: Exam Mandatoriness: Obligatory	Lectures: 30 Laboratory classes: 30	5	Exam	Obligatory
Course details Project classes: 30 h ECTS points: 2.00 Form of verification: Completing the classes Mandatoriness: Obligatory	Project classes: 30	2	Completing the classes	Obligatory
Course details Lectures: 30 h Laboratory classes: 14 h Project classes: 16 h ECTS points: 5.00 Form of verification: Exam Mandatoriness: Obligatory	Lectures: 30 Laboratory classes: 14 Project classes: 16	5	Exam	Obligatory
Course details Lectures: 30 h Laboratory classes: 30 h ECTS points: 5.00 Form of verification: Exam Mandatoriness: Obligatory	Lectures: 30 Laboratory classes: 30	5	Exam	Obligatory
Course details Lectures: 30 h Laboratory classes: 30 h ECTS points: 5.00 Form of verification: Exam Mandatoriness: Obligatory	Lectures: 30 Laboratory classes: 30	5	Exam	Obligatory
Course details ECTS points: 8.00 Form of verification: Mandatoriness: Obligatory	Total number of contact hours: 104	8		Obligatory
Student wybiera przedmioty za co najmniej 8 punktów ECTS, w tym przedmiot w języku angielskim.
Course details Lectures: 30 h Laboratory classes: 30 h ECTS points: 5.00 Form of verification: Exam Mandatoriness: Elective	Lectures: 30 Laboratory classes: 30	5	Exam	Elective
Course details Lectures: 30 h Laboratory classes: 14 h Project classes: 16 h ECTS points: 5.00 Form of verification: Exam Mandatoriness: Elective	Lectures: 30 Laboratory classes: 14 Project classes: 16	5	Exam	Elective
Course details Lectures: 30 h Laboratory classes: 30 h ECTS points: 5.00 Form of verification: Exam Mandatoriness: Elective	Lectures: 30 Laboratory classes: 30	5	Exam	Elective
Course details Lectures: 14 h Laboratory classes: 30 h ECTS points: 3.00 Form of verification: Completing the classes Mandatoriness: Elective	Lectures: 14 Laboratory classes: 30	3	Completing the classes	Elective
Course details Lectures: 14 h Project classes: 30 h ECTS points: 3.00 Form of verification: Completing the classes Mandatoriness: Elective	Lectures: 14 Project classes: 30	3	Completing the classes	Elective
Course details Lectures: 14 h Laboratory classes: 30 h ECTS points: 3.00 Form of verification: Completing the classes Mandatoriness: Elective	Lectures: 14 Laboratory classes: 30	3	Completing the classes	Elective
Course details Lectures: 14 h Laboratory classes: 30 h ECTS points: 3.00 Form of verification: Completing the classes Mandatoriness: Elective	Lectures: 14 Laboratory classes: 30	3	Completing the classes	Elective
Course details Lectures: 14 h Laboratory classes: 14 h Project classes: 16 h ECTS points: 3.00 Form of verification: Completing the classes Mandatoriness: Elective	Lectures: 14 Laboratory classes: 14 Project classes: 16	3	Completing the classes	Elective
Course details Lectures: 14 h Laboratory classes: 14 h Project classes: 16 h ECTS points: 3.00 Form of verification: Completing the classes Mandatoriness: Elective	Lectures: 14 Laboratory classes: 14 Project classes: 16	3	Completing the classes	Elective
Sum	374	30

List of courses - Winter semester, 2021/2022
Course	Number of hours	ECTS credits	Form of verification	Mandatoriness
Course details Auditorium classes: 30 h ECTS points: 2.00 Form of verification: Exam Mandatoriness: Obligatory	Auditorium classes: 30	2	Exam	Obligatory
Course details Project classes: 20 h ECTS points: 5.00 Form of verification: Completing the classes Mandatoriness: Obligatory	Project classes: 20	5	Completing the classes	Obligatory
Course details Lectures: 30 h Laboratory classes: 14 h Project classes: 16 h ECTS points: 5.00 Form of verification: Exam Mandatoriness: Obligatory	Lectures: 30 Laboratory classes: 14 Project classes: 16	5	Exam	Obligatory
Course details Lectures: 30 h Laboratory classes: 30 h ECTS points: 5.00 Form of verification: Exam Mandatoriness: Obligatory	Lectures: 30 Laboratory classes: 30	5	Exam	Obligatory
Course details Lectures: 30 h Laboratory classes: 14 h Project classes: 16 h ECTS points: 5.00 Form of verification: Exam Mandatoriness: Obligatory	Lectures: 30 Laboratory classes: 14 Project classes: 16	5	Exam	Obligatory
Course details ECTS points: 8.00 Form of verification: Mandatoriness: Obligatory	Total number of contact hours: 104	8		Obligatory
Student wybiera przedmioty za co najmniej 8 punktów ECTS, w tym przedmiot w języku angielskim (o ile nie wybrał przedmiotu po angielsku w semestrze I).
Course details Lectures: 30 h Laboratory classes: 14 h Project classes: 16 h ECTS points: 5.00 Form of verification: Exam Mandatoriness: Elective	Lectures: 30 Laboratory classes: 14 Project classes: 16	5	Exam	Elective
Course details Lectures: 30 h Laboratory classes: 30 h ECTS points: 5.00 Form of verification: Exam Mandatoriness: Elective	Lectures: 30 Laboratory classes: 30	5	Exam	Elective
Course details Lectures: 30 h Laboratory classes: 14 h Project classes: 16 h ECTS points: 5.00 Form of verification: Exam Mandatoriness: Elective	Lectures: 30 Laboratory classes: 14 Project classes: 16	5	Exam	Elective
Course details Lectures: 14 h Laboratory classes: 30 h ECTS points: 3.00 Form of verification: Completing the classes Mandatoriness: Elective	Lectures: 14 Laboratory classes: 30	3	Completing the classes	Elective
Course details Lectures: 14 h Laboratory classes: 14 h Project classes: 16 h ECTS points: 3.00 Form of verification: Completing the classes Mandatoriness: Elective	Lectures: 14 Laboratory classes: 14 Project classes: 16	3	Completing the classes	Elective
Course details Lectures: 14 h Laboratory classes: 14 h Project classes: 16 h ECTS points: 3.00 Form of verification: Completing the classes Mandatoriness: Elective	Lectures: 14 Laboratory classes: 14 Project classes: 16	3	Completing the classes	Elective
Course details Lectures: 14 h Laboratory classes: 14 h Project classes: 16 h ECTS points: 3.00 Form of verification: Completing the classes Mandatoriness: Elective	Lectures: 14 Laboratory classes: 14 Project classes: 16	3	Completing the classes	Elective
Course details Lectures: 14 h Project classes: 30 h ECTS points: 3.00 Form of verification: Completing the classes Mandatoriness: Elective	Lectures: 14 Project classes: 30	3	Completing the classes	Elective
Course details Lectures: 14 h Auditorium classes: 14 h Project classes: 16 h ECTS points: 3.00 Form of verification: Completing the classes Mandatoriness: Elective	Lectures: 14 Auditorium classes: 14 Project classes: 16	3	Completing the classes	Elective
Course details Lectures: 14 h Project classes: 30 h ECTS points: 3.00 Form of verification: Completing the classes Mandatoriness: Elective	Lectures: 14 Project classes: 30	3	Completing the classes	Elective
Course details Lectures: 14 h Laboratory classes: 14 h Project classes: 16 h ECTS points: 3.00 Form of verification: Completing the classes Mandatoriness: Elective	Lectures: 14 Laboratory classes: 14 Project classes: 16	3	Completing the classes	Elective
Course details Lectures: 14 h Laboratory classes: 14 h Project classes: 16 h ECTS points: 3.00 Form of verification: Completing the classes Mandatoriness: Elective	Lectures: 14 Laboratory classes: 14 Project classes: 16	3	Completing the classes	Elective
Course details Laboratory classes: 44 h ECTS points: 3.00 Form of verification: Completing the classes Mandatoriness: Elective	Laboratory classes: 44	3	Completing the classes	Elective
Sum	334	30

List of courses - Summer semester, 2021/2022
Course	Number of hours	ECTS credits	Form of verification	Mandatoriness
Course details Project classes: 20 h ECTS points: 5.00 Form of verification: Completing the classes Mandatoriness: Obligatory	Project classes: 20	5	Completing the classes	Obligatory
Course details Diploma Thesis: 0 h ECTS points: 20.00 Form of verification: Completing the classes Mandatoriness: Obligatory	Diploma Thesis: 0	20	Completing the classes	Obligatory
Course details ECTS points: 5.00 Form of verification: Completing the classes Mandatoriness: Obligatory	Total number of contact hours: 28	5	Completing the classes	Obligatory
Student wybiera przedmioty za co najmniej 5 punktów ECTS
Course details Lectures: 6 h Auditorium classes: 22 h ECTS points: 2.00 Form of verification: Completing the classes Mandatoriness: Elective	Lectures: 6 Auditorium classes: 22	2	Completing the classes	Elective
Course details Lectures: 14 h Auditorium classes: 14 h ECTS points: 3.00 Form of verification: Completing the classes Mandatoriness: Elective	Lectures: 14 Auditorium classes: 14	3	Completing the classes	Elective
Course details Lectures: 14 h Auditorium classes: 14 h ECTS points: 3.00 Form of verification: Completing the classes Mandatoriness: Elective	Lectures: 14 Auditorium classes: 14	3	Completing the classes	Elective
Przedmiot humanistyczny wybierany z Uczelnianej Bazy Przedmiotów Obieralnych Course details Total number of contact hours: 28 h ECTS points: 3.00 Form of verification: Completing the classes Mandatoriness: Elective	Total number of contact hours: 28	3	Completing the classes	Elective
Sum	48	30

List of courses - Winter semester See additional information
Course	Number of hours	ECTS credits	Form of verification	Mandatoriness
Course details Lectures: 30 h Laboratory classes: 30 h Project classes: 15 h ECTS points: 6.00 Form of verification: Completing the classes Mandatoriness: Obligatory	Lectures: 30 Laboratory classes: 30 Project classes: 15	6	Completing the classes	Obligatory
Course details Lectures: 30 h Laboratory classes: 14 h ECTS points: 4.00 Form of verification: Completing the classes Mandatoriness: Obligatory	Lectures: 30 Laboratory classes: 14	4	Completing the classes	Obligatory
Course details Lectures: 30 h Laboratory classes: 15 h ECTS points: 3.00 Form of verification: Completing the classes Mandatoriness: Obligatory	Lectures: 30 Laboratory classes: 15	3	Completing the classes	Obligatory
Course details Lectures: 30 h Laboratory classes: 30 h ECTS points: 4.00 Form of verification: Exam Mandatoriness: Obligatory	Lectures: 30 Laboratory classes: 30	4	Exam	Obligatory
Course details Lectures: 30 h Laboratory classes: 30 h ECTS points: 4.00 Form of verification: Exam Mandatoriness: Obligatory	Lectures: 30 Laboratory classes: 30	4	Exam	Obligatory
Course details Lectures: 30 h Laboratory classes: 30 h ECTS points: 3.00 Form of verification: Completing the classes Mandatoriness: Obligatory	Lectures: 30 Laboratory classes: 30	3	Completing the classes	Obligatory
Course details Lectures: 14 h Laboratory classes: 14 h ECTS points: 3.00 Form of verification: Completing the classes Mandatoriness: Obligatory	Lectures: 14 Laboratory classes: 14	3	Completing the classes	Obligatory
Course details Lectures: 30 h Auditorium classes: 14 h ECTS points: 3.00 Form of verification: Completing the classes Mandatoriness: Obligatory	Lectures: 30 Auditorium classes: 14	3	Completing the classes	Obligatory
Sum	416	30

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Semestr zimowy, 2020/2021
Semestr wyrównujący kompetencje inżynierskie przewidziany dla absolwentów studiów I stopnia nie posiadających tytułu zawodowego inżyniera