Major Analiza i przetwarzanie danych

2023/24, Second-cycle programme, Full-time

Kierunek Analiza i przetwarzanie danych wychodzi naprzeciw osobom chcącym poznać jak wykorzystać metody matematyczne, informatyczne i programistyczne do analizy danych. Kierunek jest otwarty na wszystkich absolwentów studiów pierwszego lub drugiego stopnia, którzy uzyskali już standardowe umiejętności w zakresie swoich wcześniejszych studiów. Dzięki temu specjaliści z różnych dziedzin mogą nabyć ogólne umiejętności analityczne, które, mając wiedzę dziedzinową, wykorzystają do lepszego wnioskowania na podstawie dostępnych danych.

List of courses - Winter semester, 2023/24 See additional information
Subject	Activity / Hours	Form of verification	ECTS points	Course type
Course details Classes: 75 h Form of verification: Graded credit Course type: Obligatory	Classes: 75	Graded credit	7	Obligatory
Course details Lecture: 30 h Form of verification: Exam Exercises in computer classrooms: 30 h Form of verification: Graded credit Course type: Obligatory	Lecture: 30 Exercises in computer classrooms: 30	Exam Graded credit	6	Obligatory
Course details Lecture: 30 h Form of verification: Exam Exercises in computer classrooms: 30 h Form of verification: Graded credit Course type: Obligatory	Lecture: 30 Exercises in computer classrooms: 30	Exam Graded credit	6	Obligatory
Course details Exercises in computer classrooms: 30 h Form of verification: Graded credit Course type: Obligatory	Exercises in computer classrooms: 30	Graded credit	4	Obligatory
Course details Proseminar: 15 h Form of verification: Graded credit Course type: Obligatory	Proseminar: 15	Graded credit	2	Obligatory
Course details Language course: 30 h Form of verification: Graded credit Course type: Obligatory	Language course: 30	Graded credit	2	Obligatory
Health and safety training Course details Health and Safety training: 4 h , including sub-activities: Asynchronous Health and Safety training: 4 h Form of verification: Credit Course type: Obligatory	Health and Safety training: 4, including sub-activities: Asynchronous Health and Safety training: 4	Credit	-	Obligatory
Sum	274		27

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W ciągu 1. semestru studenci zdobywają 27 pkt ECTS.

List of courses - Summer semester, 2023/24 See additional information
Subject	Activity / Hours	Form of verification	ECTS points	Course type
Course details Lecture: 15 h , including sub-activities: Synchronous lecture: 15 h Form of verification: Graded credit Classes: 15 h Form of verification: Graded credit Exercises in computer classrooms: 5 h Form of verification: Graded credit Course type: Obligatory	Lecture: 15, including sub-activities: Synchronous lecture: 15 Classes: 15 Exercises in computer classrooms: 5	Graded credit Graded credit Graded credit	4	Obligatory
Course details Lecture: 20 h , including sub-activities: Synchronous lecture: 20 h Form of verification: Exam Exercises in computer classrooms: 30 h Form of verification: Graded credit Course type: Obligatory	Lecture: 20, including sub-activities: Synchronous lecture: 20 Exercises in computer classrooms: 30	Exam Graded credit	6	Obligatory
Course details Lecture: 15 h Form of verification: Exam Exercises in computer classrooms: 45 h Form of verification: Graded credit Course type: Obligatory	Lecture: 15 Exercises in computer classrooms: 45	Exam Graded credit	6	Obligatory
Course details Lecture: 30 h Form of verification: Exam Exercises in computer classrooms: 30 h Form of verification: Graded credit Course type: Obligatory	Lecture: 30 Exercises in computer classrooms: 30	Exam Graded credit	6	Obligatory
Course details Lecture: 30 h Form of verification: Exam Classes: 15 h Form of verification: Graded credit Exercises in computer classrooms: 15 h Form of verification: Graded credit Course type: Obligatory	Lecture: 30 Classes: 15 Exercises in computer classrooms: 15	Exam Graded credit Graded credit	6	Obligatory
Course details Course type: Obligatory group	Seminar: 30	Graded credit	3	Obligatory group
Course details Seminar: 30 h Form of verification: Graded credit Course type: Elective	Seminar: 30	Graded credit	3	Elective
Course details Seminar: 30 h , including sub-activities: Synchronous seminar: 30 h Form of verification: Graded credit Course type: Elective	Seminar: 30, including sub-activities: Synchronous seminar: 30	Graded credit	3	Elective
Course details Language course: 30 h Form of verification: Exam Course type: Obligatory	Language course: 30	Exam	2	Obligatory
Sum	325		33

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W ciągu 2. semestru studenci zdobywają 33 pkt ECTS.

List of courses - Winter semester, 2024/25 See additional information
Subject	Activity / Hours	Form of verification	ECTS points	Course type
Course details Lecture: 30 h Form of verification: Exam Laboratories: 30 h Form of verification: Graded credit Course type: Obligatory	Lecture: 30 Laboratories: 30	Exam Graded credit	6	Obligatory
Course details Lecture: 30 h , including sub-activities: Synchronous lecture: 30 h Form of verification: Exam Laboratories: 30 h Form of verification: Graded credit Course type: Obligatory	Lecture: 30, including sub-activities: Synchronous lecture: 30 Laboratories: 30	Exam Graded credit	6	Obligatory
Course details Lecture: 30 h Form of verification: Exam Laboratories: 30 h Form of verification: Graded credit Course type: Obligatory	Lecture: 30 Laboratories: 30	Exam Graded credit	6	Obligatory
Course details Course type: Obligatory group	Sum of contact hours: 60	Graded credit	6	Obligatory group
Student wybiera przedmioty za 6 pkt. ECTS. Wskazane przedmioty stanowią ofertę przedmiotów do wyboru dla cyklu od roku akademickiego 2023/2024.
Course details Lecture: 30 h , including sub-activities: Synchronous lecture: 30 h Form of verification: Exam Laboratories: 30 h Form of verification: Graded credit Course type: Elective	Lecture: 30, including sub-activities: Synchronous lecture: 30 Laboratories: 30	Exam Graded credit	6	Elective
Course details Lecture: 30 h Form of verification: Exam Laboratories: 30 h Form of verification: Graded credit Course type: Elective	Lecture: 30 Laboratories: 30	Exam Graded credit	6	Elective
Course details Course type: Obligatory group	Seminar: 30	Graded credit	3	Obligatory group
Course details Seminar: 30 h Form of verification: Graded credit Course type: Elective	Seminar: 30	Graded credit	3	Elective
Course details Seminar: 30 h , including sub-activities: Synchronous seminar: 30 h Form of verification: Graded credit Course type: Elective	Seminar: 30, including sub-activities: Synchronous seminar: 30	Graded credit	3	Elective
Course details Course type: Obligatory group	Laboratories: 15	Graded credit	3	Obligatory group
Course details Laboratories: 15 h Form of verification: Graded credit Course type: Elective	Laboratories: 15	Graded credit	3	Elective
Course details Laboratories: 15 h , including sub-activities: Synchronous digital laboratory: 15 h Form of verification: Graded credit Course type: Elective	Laboratories: 15, including sub-activities: Synchronous digital laboratory: 15	Graded credit	3	Elective
Sum	285		30

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W ciągu 3. semestru studenci zdobywają 30 pkt ECTS.

List of courses - Summer semester, 2024/25 See additional information
Subject	Activity / Hours	Form of verification	ECTS points	Course type
Course details Course type: Obligatory group	Sum of contact hours: 30	Graded credit	5	Obligatory group
Student wybiera przedmioty za 5 pkt. ECTS. Wskazane przedmioty stanowią ofertę przedmiotów do wyboru dla cyklu od roku akademickiego 2023/2024.
Course details Lecture: 30 h Form of verification: Graded credit Course type: Elective	Lecture: 30	Graded credit	5	Elective
Course details Classes: 30 h Form of verification: Graded credit Course type: Elective	Classes: 30	Graded credit	5	Elective
Course details Course type: Obligatory group	Sum of contact hours: 120	Exam/graded credit	12	Obligatory group
Student wybiera przedmioty za 12 pkt. ECTS, przy czym student wybiera co najmniej jeden przedmiot za 6 pkt. ECTS. Wskazane przedmioty stanowią ofertę przedmiotów do wyboru dla cyklu od roku akademickiego 2023/2024.
Course details Lecture: 30 h Form of verification: Graded credit Laboratories: 30 h Form of verification: Graded credit Course type: Elective	Lecture: 30 Laboratories: 30	Graded credit Graded credit	6	Elective
Course details Lecture: 30 h , including sub-activities: Synchronous lecture: 18 h Form of verification: Exam Laboratories: 30 h Form of verification: Graded credit Course type: Elective	Lecture: 30, including sub-activities: Synchronous lecture: 18 Laboratories: 30	Exam Graded credit	6	Elective
Course details Lecture: 30 h Form of verification: Exam Laboratories: 30 h Form of verification: Graded credit Course type: Elective	Lecture: 30 Laboratories: 30	Exam Graded credit	6	Elective
Course details Laboratories: 30 h Form of verification: Graded credit Course type: Elective	Laboratories: 30	Graded credit	3	Elective
Course details Laboratories: 30 h Form of verification: Graded credit Course type: Elective	Laboratories: 30	Graded credit	3	Elective
Course details Laboratories: 30 h Form of verification: Graded credit Course type: Elective	Laboratories: 30	Graded credit	3	Elective
Course details Laboratories: 30 h Form of verification: Graded credit Course type: Elective	Laboratories: 30	Graded credit	3	Elective
Course details Laboratories: 30 h Form of verification: Graded credit Course type: Elective	Laboratories: 30	Graded credit	3	Elective
Course details Course type: Obligatory group	Seminar: 30	Graded credit	8	Obligatory group
Course details Seminar: 30 h Form of verification: Graded credit Course type: Elective	Seminar: 30	Graded credit	8	Elective
Course details Seminar: 30 h , including sub-activities: Synchronous seminar: 30 h Form of verification: Graded credit Course type: Elective	Seminar: 30, including sub-activities: Synchronous seminar: 30	Graded credit	8	Elective
Course details Course type: Obligatory group	Laboratories: 15	Graded credit	5	Obligatory group
Course details Laboratories: 15 h Form of verification: Graded credit Course type: Elective	Laboratories: 15	Graded credit	5	Elective
Course details Laboratories: 15 h , including sub-activities: Synchronous digital laboratory: 15 h Form of verification: Graded credit Course type: Elective	Laboratories: 15, including sub-activities: Synchronous digital laboratory: 15	Graded credit	5	Elective
Sum	195		30

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W ciągu 4. semestru studenci zdobywają 30 pkt ECTS.