Data Engineering >
Big data in business management >
Intelligent data processing
Data Engineering
, first-cycle studies, Full-time studies, starting year 2022/2023
ECTS
W
C
L
P
S
Credit
Subject Card
Hypertext and hypermedia
3
15
-
6
20
-
z
Hypertext and hypermedia
Download the subject card
ECTS
3
Credit
assessment
Number of hours:
Lecture
15 h
Laboratory
6 h
Project
20 h
Basics of computer programming
5
30
-
15
20
-
z
Basics of computer programming
Download the subject card
ECTS
5
Credit
assessment
Number of hours:
Lecture
30 h
Laboratory
15 h
Project
20 h
Semester: 2 (2022/2023 - summer)
ECTS
W
C
L
P
S
Credit
Subject Card
Foreign language
2
-
30
-
-
-
z/e
Foreign language
ECTS
2
Credit
-
Number of hours:
Exercises
30 h
Przedmioty w module:
Algorithms and data structures
5
30
-
15
15
-
e
Algorithms and data structures
Download the subject card
ECTS
5
Credit
exam
Number of hours:
Lecture
30 h
Laboratory
15 h
Project
15 h
Object programming
3
15
-
11
30
-
e
Object programming
Download the subject card
ECTS
3
Credit
exam
Number of hours:
Lecture
15 h
Laboratory
11 h
Project
30 h
Semester: 3 (2023/2024 - winter)
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 II
Download the subject card
File format PDF. File size approximately 50 kB
ECTS
2
Credit
assessment
Number of hours:
Exercises
30 h
Digital Technologies for Business Communication
3
15
-
30
-
-
z
Databases
4
15
-
15
15
-
e
Databases
Download the subject card
ECTS
4
Credit
exam
Number of hours:
Lecture
15 h
Laboratory
15 h
Project
15 h
Mathematical statistics
4
30
30
15
-
-
e
Mathematical statistics
Download the subject card
ECTS
4
Credit
exam
Number of hours:
Lecture
30 h
Exercises
30 h
Laboratory
15 h
Technical physics
5
15
15
15
-
-
e
Technical physics
Download the subject card
ECTS
5
Credit
exam
Number of hours:
Lecture
15 h
Exercises
15 h
Laboratory
15 h
Semester: 4 (2023/2024 - summer)
ECTS
W
C
L
P
S
Credit
Subject Card
3
-
30
-
-
-
z/e
Psychological aspects of assessment and decision making
3
-
30
-
-
-
z
Socio-humanistic electives
ECTS
3
Credit
-
Number of hours:
Exercises
30 h
Przedmioty w module:
Introduction to cognitive science
Download the subject card
File format PDF. File size approximately 50 kB
ECTS
3
Credit
assessment
Number of hours:
Exercises
30 h
Psychological aspects of assessment and decision making
ECTS
3
Credit
assessment
Number of hours:
Exercises
30 h
2
-
30
-
-
-
z/e
Foreign language
ECTS
2
Credit
-
Number of hours:
Exercises
30 h
Przedmioty w module:
English III
Download the subject card
File format PDF. File size approximately 50 kB
ECTS
2
Credit
assessment
Number of hours:
Exercises
30 h
Data mining
3
15
-
15
-
-
z
Data mining
ECTS
3
Credit
assessment
Number of hours:
Lecture
15 h
Laboratory
15 h
Corporate finance
3
15
15
15
-
-
z
Corporate finance
Download the subject card
ECTS
3
Credit
assessment
Number of hours:
Lecture
15 h
Exercises
15 h
Laboratory
15 h
Artificial intelligence
5
15
-
30
15
-
e
Artificial intelligence
Download the subject card
ECTS
5
Credit
exam
Number of hours:
Lecture
15 h
Laboratory
30 h
Project
15 h
Semester: 5 (2024/2025 - winter)
ECTS
W
C
L
P
S
Credit
Subject Card
2
-
30
-
-
-
z/e
English IV
2
-
30
-
-
-
z
Foreign language
ECTS
2
Credit
-
Number of hours:
Exercises
30 h
Przedmioty w module:
English IV
ECTS
2
Credit
assessment
Number of hours:
Exercises
30 h
Visualization of economic data
3
15
-
30
-
-
z
Visualization of economic data
ECTS
3
Credit
assessment
Number of hours:
Lecture
15 h
Laboratory
30 h
Nonrelational databases
3
15
-
30
15
-
e
Nonrelational databases
Download the subject card
ECTS
3
Credit
exam
Number of hours:
Lecture
15 h
Laboratory
30 h
Project
15 h
Subjects from Stream: Big data in business management
Business process analysis and optimization
4
15
-
30
-
-
z
Business process analysis and optimization
ECTS
4
Credit
assessment
Number of hours:
Lecture
15 h
Laboratory
30 h
Business Data Analytics
4
15
-
30
-
-
z
Business Data Analytics
ECTS
4
Credit
assessment
Number of hours:
Lecture
15 h
Laboratory
30 h
Informatization strategies
3
15
-
15
-
-
z
Informatization strategies
ECTS
3
Credit
assessment
Number of hours:
Lecture
15 h
Laboratory
15 h
Decision analysis
6
30
-
30
-
-
e
Decision analysis
ECTS
6
Credit
exam
Number of hours:
Lecture
30 h
Laboratory
30 h
Enterprise Information Systems
5
15
-
30
-
-
z
Enterprise Information Systems
ECTS
5
Credit
assessment
Number of hours:
Lecture
15 h
Laboratory
30 h
Semester: 6 (2024/2025 - summer)
ECTS
W
C
L
P
S
Credit
Subject Card
Data quality assurance
3
15
-
-
15
-
z
Data quality assurance
ECTS
3
Credit
assessment
Number of hours:
Lecture
15 h
Project
15 h
Cybersecurity of Enterprise Infrastructure
3
30
-
30
-
-
e
Cybersecurity of Enterprise Infrastructure
ECTS
3
Credit
exam
Number of hours:
Lecture
30 h
Laboratory
30 h
Subjects from Stream: Big data in business management
IT Project Management
5
15
-
30
-
-
z
IT Project Management
ECTS
5
Credit
assessment
Number of hours:
Lecture
15 h
Laboratory
30 h
Diploma thesis 1
4
-
-
-
15
-
z
Diploma thesis 1
ECTS
4
Credit
assessment
Number of hours:
Project
15 h
Digital Business
5
30
-
30
-
-
z
Digital Business
ECTS
5
Credit
assessment
Number of hours:
Lecture
30 h
Laboratory
30 h
Business Data Semantics and Representation
5
30
-
30
-
-
e
Business Data Semantics and Representation
ECTS
5
Credit
exam
Number of hours:
Lecture
30 h
Laboratory
30 h
Semester: 7 (2025/2026 - winter)
ECTS
W
C
L
P
S
Credit
Subject Card
Intellectual property protection
2
-
15
-
-
-
z
Intellectual property protection
ECTS
2
Credit
assessment
Number of hours:
Exercises
15 h
Subjects from Profile: Intelligent data processing
Deep neural networks for data analysis
4
15
-
-
30
-
e
Deep neural networks for data analysis
ECTS
4
Credit
exam
Number of hours:
Lecture
15 h
Project
30 h
Diploma seminar
2
-
-
-
30
-
z
Diploma seminar
ECTS
2
Credit
assessment
Number of hours:
Project
30 h
Diploma thesis 2
10
-
-
-
45
-
z
Diploma thesis 2
ECTS
10
Credit
assessment
Number of hours:
Project
45 h