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
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
15
-
-
-
-
-
z/e
Mathematical methods in data analysis
ECTS
15
Credit
-
Number of hours:
Przedmioty w module:
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
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
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
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
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
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
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
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
Semester: 4 (2024/2025 - summer)
ECTS
W
C
L
P
S
Credit
Subject Card
English language in mathematics II
2
-
30
-
-
-
z
English language in mathematics II
ECTS
2
Credit
assessment
Number of hours:
Exercises
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
SOCIO-HUMANISTIC SUBJECT
2
30
-
-
-
-
z/e
SOCIO-HUMANISTIC SUBJECT
ECTS
2
Credit
-
Number of hours:
Lecture
30 h
Przedmioty w module:
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