Major Analiza i przetwarzanie danych

2024/25, Second-cycle programme, Part-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, 2024/25 See additional information
Subject	Activity / Hours	Form of verification	ECTS points	Course type
Course details Classes: 40 h Form of verification: Graded credit Course type: Obligatory	Classes: 40	Graded credit	7	Obligatory
Course details Lecture: 15 h , including sub-activities: Synchronous lecture: 15 h Form of verification: Exam Exercises in computer classrooms: 15 h Form of verification: Graded credit Course type: Obligatory	Lecture: 15, including sub-activities: Synchronous lecture: 15 Exercises in computer classrooms: 15	Exam Graded credit	6	Obligatory
Course details Lecture: 15 h , including sub-activities: Synchronous lecture: 15 h Form of verification: Exam Exercises in computer classrooms: 15 h Form of verification: Graded credit Course type: Obligatory	Lecture: 15, including sub-activities: Synchronous lecture: 15 Exercises in computer classrooms: 15	Exam Graded credit	6	Obligatory
Course details Exercises in computer classrooms: 15 h Form of verification: Graded credit Course type: Obligatory	Exercises in computer classrooms: 15	Graded credit	4	Obligatory
Course details Proseminar: 7 h Form of verification: Graded credit Course type: Obligatory	Proseminar: 7	Graded credit	2	Obligatory
Course details Language course: 15 h Form of verification: Graded credit Course type: Obligatory	Language course: 15	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	141		27

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W ciągu 1. semestru studenci zdobywają 27 pkt ECTS.

List of courses - Summer semester, 2024/25 See additional information
Subject	Activity / Hours	Form of verification	ECTS points	Course type
Course details Lecture: 10 h , including sub-activities: Synchronous lecture: 10 h Form of verification: Graded credit Classes: 10 h Form of verification: Graded credit Exercises in computer classrooms: 3 h Form of verification: Graded credit Course type: Obligatory	Lecture: 10, including sub-activities: Synchronous lecture: 10 Classes: 10 Exercises in computer classrooms: 3	Graded credit Graded credit Graded credit	4	Obligatory
Course details Lecture: 10 h , including sub-activities: Synchronous lecture: 10 h Form of verification: Exam Exercises in computer classrooms: 15 h Form of verification: Graded credit Course type: Obligatory	Lecture: 10, including sub-activities: Synchronous lecture: 10 Exercises in computer classrooms: 15	Exam Graded credit	6	Obligatory
Course details Lecture: 8 h , including sub-activities: Synchronous lecture: 8 h Form of verification: Exam Exercises in computer classrooms: 22 h Form of verification: Graded credit Course type: Obligatory	Lecture: 8, including sub-activities: Synchronous lecture: 8 Exercises in computer classrooms: 22	Exam Graded credit	6	Obligatory
Course details Lecture: 15 h , including sub-activities: Synchronous lecture: 15 h Form of verification: Exam Exercises in computer classrooms: 15 h Form of verification: Graded credit Course type: Obligatory	Lecture: 15, including sub-activities: Synchronous lecture: 15 Exercises in computer classrooms: 15	Exam Graded credit	6	Obligatory
Course details Lecture: 15 h , including sub-activities: Synchronous lecture: 15 h Form of verification: Exam Classes: 7 h Form of verification: Graded credit Exercises in computer classrooms: 8 h Form of verification: Graded credit Course type: Obligatory	Lecture: 15, including sub-activities: Synchronous lecture: 15 Classes: 7 Exercises in computer classrooms: 8	Exam Graded credit Graded credit	6	Obligatory
Course details Course type: Obligatory group	Seminar: 15	Graded credit	3	Obligatory group
Course details Seminar: 15 h Form of verification: Graded credit Course type: Elective	Seminar: 15	Graded credit	3	Elective
Course details Seminar: 15 h , including sub-activities: Synchronous seminar: 15 h Form of verification: Graded credit Course type: Elective	Seminar: 15, including sub-activities: Synchronous seminar: 15	Graded credit	3	Elective
Course details Language course: 15 h Form of verification: Exam Course type: Obligatory	Language course: 15	Exam	2	Obligatory
Sum	168		33

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W ciągu 2. semestru studenci zdobywają 33 pkt ECTS.

List of courses - Winter semester, 2025/26 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: Exam Laboratories: 15 h Form of verification: Graded credit Course type: Obligatory	Lecture: 15, including sub-activities: Synchronous lecture: 15 Laboratories: 15	Exam Graded credit	6	Obligatory
Course details Lecture: 15 h , including sub-activities: Synchronous lecture: 15 h Form of verification: Exam Laboratories: 15 h Form of verification: Graded credit Course type: Obligatory	Lecture: 15, including sub-activities: Synchronous lecture: 15 Laboratories: 15	Exam Graded credit	6	Obligatory
Course details Lecture: 15 h , including sub-activities: Synchronous lecture: 15 h Form of verification: Exam Laboratories: 15 h Form of verification: Graded credit Course type: Obligatory	Lecture: 15, including sub-activities: Synchronous lecture: 15 Laboratories: 15	Exam Graded credit	6	Obligatory
Course details Course type: Obligatory group	Sum of contact hours: 30	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: 15 h , including sub-activities: Synchronous lecture: 15 h Form of verification: Exam Laboratories: 15 h Form of verification: Graded credit Course type: Elective	Lecture: 15, including sub-activities: Synchronous lecture: 15 Laboratories: 15	Exam Graded credit	6	Elective
Course details Lecture: 15 h , including sub-activities: Synchronous lecture: 15 h Form of verification: Graded credit Laboratories: 15 h Form of verification: Graded credit Course type: Elective	Lecture: 15, including sub-activities: Synchronous lecture: 15 Laboratories: 15	Graded credit Graded credit	6	Elective
Course details Course type: Obligatory group	Seminar: 15	Graded credit	3	Obligatory group
Course details Seminar: 15 h Form of verification: Graded credit Course type: Elective	Seminar: 15	Graded credit	3	Elective
Course details Seminar: 15 h , including sub-activities: Synchronous seminar: 15 h Form of verification: Graded credit Course type: Elective	Seminar: 15, including sub-activities: Synchronous seminar: 15	Graded credit	3	Elective
Course details Course type: Obligatory group	Laboratories: 7	Graded credit	3	Obligatory group
Course details Laboratories: 7 h Form of verification: Graded credit Course type: Elective	Laboratories: 7	Graded credit	3	Elective
Course details Laboratories: 7 h , including sub-activities: Synchronous digital laboratory: 7 h Form of verification: Graded credit Course type: Elective	Laboratories: 7, including sub-activities: Synchronous digital laboratory: 7	Graded credit	3	Elective
Sum	142		30

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W ciągu 3. semestru studenci zdobywają 30 pkt ECTS.

List of courses - Summer semester, 2025/26 See additional information
Subject	Activity / Hours	Form of verification	ECTS points	Course type
Course details Course type: Obligatory group	Sum of contact hours: 15	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: 15 h , including sub-activities: Synchronous lecture: 15 h Form of verification: Graded credit Course type: Elective	Lecture: 15, including sub-activities: Synchronous lecture: 15	Graded credit	5	Elective
Course details Classes: 15 h Form of verification: Graded credit Course type: Elective	Classes: 15	Graded credit	5	Elective
Course details Lecture: 15 h Form of verification: Graded credit Course type: Elective	Lecture: 15	Graded credit	5	Elective
Course details Course type: Obligatory group	Sum of contact hours: 60	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: 15 h , including sub-activities: Synchronous lecture: 15 h Form of verification: Exam Laboratories: 15 h Form of verification: Graded credit Course type: Elective	Lecture: 15, including sub-activities: Synchronous lecture: 15 Laboratories: 15	Exam Graded credit	6	Elective
Course details Lecture: 15 h , including sub-activities: Synchronous lecture: 15 h Form of verification: Exam Laboratories: 15 h Form of verification: Graded credit Course type: Elective	Lecture: 15, including sub-activities: Synchronous lecture: 15 Laboratories: 15	Exam Graded credit	6	Elective
Course details Laboratories: 15 h Form of verification: Graded credit Course type: Elective	Laboratories: 15	Graded credit	3	Elective
Course details Laboratories: 15 h Form of verification: Graded credit Course type: Elective	Laboratories: 15	Graded credit	3	Elective
Course details Laboratories: 15 h Form of verification: Graded credit Course type: Elective	Laboratories: 15	Graded credit	3	Elective
Course details Laboratories: 15 h Form of verification: Graded credit Course type: Elective	Laboratories: 15	Graded credit	3	Elective
Course details Course type: Obligatory group	Seminar: 15	Graded credit	8	Obligatory group
Course details Seminar: 15 h Form of verification: Graded credit Course type: Elective	Seminar: 15	Graded credit	8	Elective
Course details Seminar: 15 h , including sub-activities: Synchronous seminar: 15 h Form of verification: Graded credit Course type: Elective	Seminar: 15, including sub-activities: Synchronous seminar: 15	Graded credit	8	Elective
Course details Course type: Obligatory group	Laboratories: 8	Graded credit	5	Obligatory group
Course details Laboratories: 8 h Form of verification: Graded credit Course type: Elective	Laboratories: 8	Graded credit	5	Elective
Course details Laboratories: 8 h , including sub-activities: Synchronous digital laboratory: 8 h Form of verification: Graded credit Course type: Elective	Laboratories: 8, including sub-activities: Synchronous digital laboratory: 8	Graded credit	5	Elective
Sum	98		30

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W ciągu 4. semestru studenci zdobywają 30 pkt ECTS.