Mathematics >
Data Analytics
Mathematics
, second-cycle studies, Full-time studies, starting year 2023/2024
ECTS
W
C
L
P
S
Credit
Subject Card
Szkolenia
0
10
-
-
-
-
z/e
Szkolenia
ECTS
0
Credit
-
Number of hours:
Lecture
10 h
Przedmioty w module:
Subjects from Specialization: Data Analytics
15
-
-
-
-
-
z/e
Mathematical methods in data analysis
ECTS
15
Credit
-
Number of hours:
Przedmioty w module:
Mathematical Statistics
Download the subject card
File format PDF. File size approximately 50 kB
ECTS
15
Credit
assessment
Number of hours:
Lecture
30 h
Exercises
30 h
Game theory
Download the subject card
File format PDF. File size approximately 50 kB
ECTS
15
Credit
assessment
Number of hours:
Lecture
30 h
Seminar
30 h
Stochastic processes
Download the subject card
File format PDF. File size approximately 50 kB
ECTS
15
Credit
exam
Number of hours:
Lecture
30 h
Seminar
30 h
9
-
-
-
-
-
z/e
Programming and data structures
ECTS
9
Credit
-
Number of hours:
Przedmioty w module:
Advanced Programming
Download the subject card
File format PDF. File size approximately 50 kB
ECTS
9
Credit
assessment
Number of hours:
Lecture
15 h
Laboratory
45 h
Graph Data Presentations
Download the subject card
File format PDF. File size approximately 50 kB
ECTS
9
Credit
assessment
Number of hours:
Lecture
30 h
Laboratory
15 h
Project
15 h
Semester: 2 (2023/2024 - summer)
ECTS
W
C
L
P
S
Credit
Subject Card
2
-
30
-
-
-
z/e
Foreign language
ECTS
2
Credit
-
Number of hours:
Exercises
30 h
Przedmioty w module:
English
Download the subject card
File format PDF. File size approximately 50 kB
ECTS
2
Credit
assessment
Number of hours:
Exercises
30 h
Język rosyjski
Download the subject card
File format PDF. File size approximately 50 kB
ECTS
2
Credit
assessment
Number of hours:
Exercises
30 h
Język niemiecki
Download the subject card
File format PDF. File size approximately 50 kB
ECTS
2
Credit
assessment
Number of hours:
Exercises
30 h
Subjects from Specialization: Data Analytics
8
-
-
-
-
-
z/e
Transfer, collection and data security
4
30
-
15
15
-
z
Software development and data management
ECTS
8
Credit
-
Number of hours:
Przedmioty w module:
Software Engineering
Download the subject card
File format PDF. File size approximately 50 kB
ECTS
8
Credit
assessment
Number of hours:
Lecture
30 h
Laboratory
15 h
Project
15 h
Transfer, collection and data security
Download the subject card
File format PDF. File size approximately 50 kB
ECTS
8
Credit
assessment
Number of hours:
Lecture
30 h
Laboratory
15 h
Project
15 h
10
-
-
-
-
-
z/e
Inference in Multivariete Statistics
5
30
-
15
-
15
e
Advanced statistical methods in data analysis
ECTS
10
Credit
-
Number of hours:
Przedmioty w module:
Inference in Multivariete Statistics
Download the subject card
File format PDF. File size approximately 50 kB
ECTS
10
Credit
exam
Number of hours:
Lecture
30 h
Laboratory
15 h
Seminar
15 h
Risk Processes
Download the subject card
File format PDF. File size approximately 50 kB
ECTS
10
Credit
exam
Number of hours:
Lecture
30 h
Seminar
30 h
Semester: 3 (2024/2025 - winter)
ECTS
W
C
L
P
S
Credit
Subject Card
Mathematical modelling and computer simulation
4
30
-
30
-
-
z
Subjects from Specialization: Data Analytics
9
-
-
-
-
-
z/e
Data mining and machine learning
ECTS
9
Credit
-
Number of hours:
Przedmioty w module:
Nonlinear Data Analysis Methods
Download the subject card
File format PDF. File size approximately 50 kB
ECTS
9
Credit
assessment
Number of hours:
Lecture
30 h
Laboratory
30 h
Data Warehousing
Download the subject card
File format PDF. File size approximately 50 kB
ECTS
9
Credit
assessment
Number of hours:
Lecture
30 h
Laboratory
30 h
9
-
-
-
-
-
z/e
Advanced mathematical methods in data analysis
ECTS
9
Credit
-
Number of hours:
Przedmioty w module:
Chaos theory
Download the subject card
File format PDF. File size approximately 50 kB
ECTS
9
Credit
assessment
Number of hours:
Lecture
30 h
Seminar
30 h
Algebraic topology
Download the subject card
File format PDF. File size approximately 50 kB
ECTS
9
Credit
exam
Number of hours:
Lecture
30 h
Seminar
30 h
Semester: 4 (2024/2025 - summer)
ECTS
W
C
L
P
S
Credit
Subject Card
2
30
-
-
-
-
z/e
Universal design as a socio - economic innovation
2
30
-
-
-
-
z
International Lobbying
2
30
-
-
-
-
z
Inventions inspired by nature
2
30
-
-
-
-
z
Why wellbeing matters?
2
30
-
-
-
-
z
Neuroaesthetics and Understanding the Arts
2
30
-
-
-
-
z
Well-being: Personal, Professional and Planetary Perspective
2
30
-
-
-
-
z
Non-heteronormative, non-binary, queer: literature and culture LGBTQIA from Shakespeare to Alison Bechdel.
2
30
-
-
-
-
z
Myths and magic in science, or where conspiracy and pseudoscientific theories come from
2
30
-
-
-
-
z
Brand management
2
30
-
-
-
-
z
Autoprezentacja, poznanie i zarządzanie talentami oraz umiejętnościami zawodowymi
2
30
-
-
-
-
z
Art Law
2
30
-
-
-
-
z
Are you a Strategic Thinker? Strategic Management and Innovation in a nutshell
2
30
-
-
-
-
z
Artificial Work (Emerging Forms of Human-like Gainful Activities in and out of the Legal Framework of Employment)
2
30
-
-
-
-
z
Interpersonal communication, self - presentation and editing of technical papers
2
30
-
-
-
-
z
Why is laundry the biggest worry for mom? Like the language of advertising (and not only) it creates the world?
2
30
-
-
-
-
z
Cruise ships
2
30
-
-
-
-
z
Language and Culture in the Context of Migration
2
30
-
-
-
-
z
History and Theory of Music
2
30
-
-
-
-
z
Introduction into Slavic studies
2
30
-
-
-
-
z
Social Aspects of Modern Technology
2
30
-
-
-
-
z
Learning foreign languages in the background of the concept of sustainable development
2
30
-
-
-
-
z
The art of survival
2
30
-
-
-
-
z
History of building structures
2
30
-
-
-
-
z
Architecture of happiness
2
30
-
-
-
-
z
History of science and technology
2
30
-
-
-
-
z
Secrets of medialinguistics: How do the media create the world using language?
2
30
-
-
-
-
z
Information Society Technologies
2
30
-
-
-
-
z
Shakespeare – texts and contexts
2
30
-
-
-
-
z
„You are oversensitive...” - about linguistic violence in interpersonal relationships
2
30
-
-
-
-
z
The vampire themes in cultural textes
2
30
-
-
-
-
z
SOCIO-HUMANISTIC SUBJECT
ECTS
2
Credit
-
Number of hours:
Lecture
30 h
Przedmioty w module:
Universal design as a socio - economic innovation
ECTS
2
Credit
assessment
Number of hours:
Lecture
30 h
International Lobbying
ECTS
2
Credit
assessment
Number of hours:
Lecture
30 h
Inventions inspired by nature
ECTS
2
Credit
assessment
Number of hours:
Lecture
30 h
Why wellbeing matters?
ECTS
2
Credit
assessment
Number of hours:
Lecture
30 h
Neuroaesthetics and Understanding the Arts
ECTS
2
Credit
assessment
Number of hours:
Lecture
30 h
Well-being: Personal, Professional and Planetary Perspective
ECTS
2
Credit
assessment
Number of hours:
Lecture
30 h
Non-heteronormative, non-binary, queer: literature and culture LGBTQIA from Shakespeare to Alison Bechdel.
ECTS
2
Credit
assessment
Number of hours:
Lecture
30 h
Myths and magic in science, or where conspiracy and pseudoscientific theories come from
ECTS
2
Credit
assessment
Number of hours:
Lecture
30 h
Brand management
ECTS
2
Credit
assessment
Number of hours:
Lecture
30 h
Autoprezentacja, poznanie i zarządzanie talentami oraz umiejętnościami zawodowymi
ECTS
2
Credit
assessment
Number of hours:
Lecture
30 h
Art Law
ECTS
2
Credit
assessment
Number of hours:
Lecture
30 h
Are you a Strategic Thinker? Strategic Management and Innovation in a nutshell
ECTS
2
Credit
assessment
Number of hours:
Lecture
30 h
Artificial Work (Emerging Forms of Human-like Gainful Activities in and out of the Legal Framework of Employment)
ECTS
2
Credit
assessment
Number of hours:
Lecture
30 h
Interpersonal communication, self - presentation and editing of technical papers
ECTS
2
Credit
assessment
Number of hours:
Lecture
30 h
Why is laundry the biggest worry for mom? Like the language of advertising (and not only) it creates the world?
ECTS
2
Credit
assessment
Number of hours:
Lecture
30 h
Cruise ships
ECTS
2
Credit
assessment
Number of hours:
Lecture
30 h
Language and Culture in the Context of Migration
ECTS
2
Credit
assessment
Number of hours:
Lecture
30 h
History and Theory of Music
ECTS
2
Credit
assessment
Number of hours:
Lecture
30 h
Introduction into Slavic studies
ECTS
2
Credit
assessment
Number of hours:
Lecture
30 h
Social Aspects of Modern Technology
ECTS
2
Credit
assessment
Number of hours:
Lecture
30 h
Learning foreign languages in the background of the concept of sustainable development
ECTS
2
Credit
assessment
Number of hours:
Lecture
30 h
The art of survival
ECTS
2
Credit
assessment
Number of hours:
Lecture
30 h
History of building structures
ECTS
2
Credit
assessment
Number of hours:
Lecture
30 h
Architecture of happiness
ECTS
2
Credit
assessment
Number of hours:
Lecture
30 h
History of science and technology
ECTS
2
Credit
assessment
Number of hours:
Lecture
30 h
Secrets of medialinguistics: How do the media create the world using language?
ECTS
2
Credit
assessment
Number of hours:
Lecture
30 h
Information Society Technologies
ECTS
2
Credit
assessment
Number of hours:
Lecture
30 h
Shakespeare – texts and contexts
ECTS
2
Credit
assessment
Number of hours:
Lecture
30 h
„You are oversensitive...” - about linguistic violence in interpersonal relationships
ECTS
2
Credit
assessment
Number of hours:
Lecture
30 h
The vampire themes in cultural textes
ECTS
2
Credit
assessment
Number of hours:
Lecture
30 h
3
-
-
-
-
-
z/e
Mathematician's working enivironment in the EU
3
30
-
-
-
15
z
SOCIO-HUMANISTIC SUBJECT I
ECTS
3
Credit
-
Number of hours:
Przedmioty w module:
Mathematician's working enivironment in the EU
Download the subject card
File format PDF. File size approximately 50 kB
ECTS
3
Credit
assessment
Number of hours:
Lecture
30 h
Seminar
15 h
Subjects from Specialization: Data Analytics
3
-
-
-
-
-
z/e
Monographic lecture AD
ECTS
3
Credit
-
Number of hours:
Przedmioty w module:
Topological data analysis
Download the subject card
File format PDF. File size approximately 50 kB
ECTS
3
Credit
assessment
Number of hours:
Lecture
30 h
Laboratory
15 h
Seminar
15 h