Informatics >
Machine learning
Informatics
, second-cycle studies, Full-time studies, starting year 2022/2023
ECTS
W
C
L
P
S
Credit
Subject Card
Subjects from Specialization: Machine learning
3
-
-
-
-
-
z/e
Script Languages and their Applications
2
15
-
-
15
-
z
Advanced Methods of Analysis of Images
3
15
-
15
-
-
z
Elective for Machine Learning
ECTS
3
Credit
-
Number of hours:
Przedmioty w module:
Multimedia Interactive Systems
Download the subject card
File format PDF. File size approximately 50 kB
ECTS
3
Credit
exam
Number of hours:
Lecture
15 h
Project
15 h
Script Languages and their Applications
Download the subject card
File format PDF. File size approximately 50 kB
ECTS
3
Credit
assessment
Number of hours:
Lecture
15 h
Project
15 h
Spatial Data Processing Technologies
Download the subject card
File format PDF. File size approximately 50 kB
ECTS
3
Credit
exam
Number of hours:
Lecture
30 h
Laboratory
15 h
Software Project Management
Download the subject card
File format PDF. File size approximately 50 kB
ECTS
3
Credit
exam
Number of hours:
Lecture
15 h
Project
15 h
Discrete Optimisation Algorithms
Download the subject card
File format PDF. File size approximately 50 kB
ECTS
3
Credit
exam
Number of hours:
Lecture
15 h
Laboratory
15 h
Digital Libraries
Download the subject card
File format PDF. File size approximately 50 kB
ECTS
3
Credit
assessment
Number of hours:
Lecture
15 h
Project
15 h
Network Operating Systems
Download the subject card
File format PDF. File size approximately 50 kB
ECTS
3
Credit
assessment
Number of hours:
Lecture
15 h
Laboratory
15 h
Ethernet Networks
Download the subject card
File format PDF. File size approximately 50 kB
ECTS
3
Credit
exam
Number of hours:
Lecture
15 h
Laboratory
15 h
Project
15 h
Seminar
15 h
Cryptography in Cyber Security
Download the subject card
File format PDF. File size approximately 50 kB
ECTS
3
Credit
assessment
Number of hours:
Lecture
30 h
Project
15 h
Digital Maps Technologies
Download the subject card
File format PDF. File size approximately 50 kB
ECTS
3
Credit
assessment
Number of hours:
Lecture
15 h
Laboratory
15 h
Project
15 h
Foundations of Cryptography
Download the subject card
File format PDF. File size approximately 50 kB
ECTS
3
Credit
exam
Number of hours:
Lecture
15 h
Exercises
15 h
Big Data processing frameworks
Download the subject card
File format PDF. File size approximately 50 kB
ECTS
3
Credit
exam
Number of hours:
Lecture
15 h
Laboratory
30 h
Project
15 h
Safety-Critical Systems
Download the subject card
File format PDF. File size approximately 50 kB
ECTS
3
Credit
assessment
Number of hours:
Lecture
15 h
Project
15 h
Software Usability
Download the subject card
File format PDF. File size approximately 50 kB
ECTS
3
Credit
assessment
Number of hours:
Lecture
15 h
Project
15 h
Advanced Data Mining Techniques
Download the subject card
File format PDF. File size approximately 50 kB
ECTS
3
Credit
assessment
Number of hours:
Laboratory
30 h
Advanced Methods of Analysis of Images
Download the subject card
File format PDF. File size approximately 50 kB
ECTS
3
Credit
assessment
Number of hours:
Lecture
15 h
Laboratory
15 h
Automation of Business Processes
Download the subject card
File format PDF. File size approximately 50 kB
ECTS
3
Credit
exam
Number of hours:
Lecture
15 h
Project
15 h
High Performance Distributed Systems
Download the subject card
File format PDF. File size approximately 50 kB
ECTS
3
Credit
assessment
Number of hours:
Lecture
30 h
Project
30 h
Systems with machine learning
Download the subject card
File format PDF. File size approximately 50 kB
ECTS
3
Credit
exam
Number of hours:
Lecture
15 h
Laboratory
15 h
Advanced Data Preparation in Machine Learning
2
15
-
-
15
-
z
Semester: 2 (2023/2024 - winter)
ECTS
W
C
L
P
S
Credit
Subject Card
Subjects from Specialization: Machine learning
Media Processing in Decision-Making Systems
3
15
-
30
-
-
z
Knowledge Discovery and Recommendation Systems
4
30
-
15
15
-
z
Knowledge Discovery and Recommendation Systems
Download the subject card
ECTS
4
Credit
assessment
Number of hours:
Lecture
30 h
Laboratory
15 h
Project
15 h
Semester: 3 (2023/2024 - summer)
ECTS
W
C
L
P
S
Credit
Subject Card
2
30
-
-
-
-
z/e
Introduction to criminalistics and law of evidence
2
30
-
-
-
-
z
International Lobbying
2
30
-
-
-
-
z
Music Matters
2
30
-
-
-
-
z
Disintegration in international relation. Political and economic impacts.
2
30
-
-
-
-
z
Interpersonal communication, self-presentation and editing of technical papers
2
30
-
-
-
-
z
Aesthetic aspects of sport
2
30
-
-
-
-
z
Information Society Technologies
2
30
-
-
-
-
z
Climate Change and Civilization Crisis: Farewell to Welfare or Beginning of Quality Life?
2
30
-
-
-
-
z
Social Aspects of Modern Technology
2
30
-
-
-
-
z
History and monuments of technology
2
30
-
-
-
-
z
Facts and myths about cosmetic products
2
30
-
-
-
-
z
Public Participation in Poland
2
30
-
-
-
-
z
Self-presentation, learning and managing talents and professional skills
2
30
-
-
-
-
z
Civilisation and the environment
2
30
-
-
-
-
z
Non-heteronormative, non-binary, queer:literature and culture LGBTQIA from Shakespeare to Alison Bechdel.
2
30
-
-
-
-
z
The Vampire Themes in Cultural Textes
2
30
-
-
-
-
z
Sustainable blue economy: law and practice
2
30
-
-
-
-
z
Indigenous cultures of the world - traditions and contemporary life
2
30
-
-
-
-
z
Polish Film Academy
2
30
-
-
-
-
z
History and Theory of Music
2
30
-
-
-
-
z
Introduction into Slavic Studies
2
30
-
-
-
-
z
Art Law
2
30
-
-
-
-
z
Architecture of happiness
2
30
-
-
-
-
z
Financial markets for everyone
2
30
-
-
-
-
z
Trademark Management
2
30
-
-
-
-
z
Some Issues in Psycho- and Sociolinguistics
2
30
-
-
-
-
z
Sustainable society and city
2
30
-
-
-
-
z
Why wellbeing matters?
2
30
-
-
-
-
z
A recipe for uncertain times in business - insurance
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
Are you a Strategic Thinker? Strategic Management and Innovation in a nutshell
2
30
-
-
-
-
z
Basic Facts about Islam
2
30
-
-
-
-
z
SOCIO-HUMANISTIC SUBJECT
ECTS
2
Credit
-
Number of hours:
Lecture
30 h
Przedmioty w module:
Running a business
Download the subject card
File format PDF. File size approximately 50 kB
ECTS
2
Credit
assessment
Number of hours:
Lecture
30 h
The art of survival
Download the subject card
File format PDF. File size approximately 50 kB
ECTS
2
Credit
assessment
Number of hours:
Lecture
30 h
Introduction to criminalistics and law of evidence
ECTS
2
Credit
assessment
Number of hours:
Lecture
30 h
International Lobbying
ECTS
2
Credit
assessment
Number of hours:
Lecture
30 h
Music Matters
ECTS
2
Credit
assessment
Number of hours:
Lecture
30 h
Disintegration in international relation. Political and economic impacts.
ECTS
2
Credit
assessment
Number of hours:
Lecture
30 h
Climate change consequences
Download the subject card
File format PDF. File size approximately 50 kB
ECTS
2
Credit
assessment
Number of hours:
Lecture
30 h
Interpersonal communication, self-presentation and editing of technical papers
Download the subject card
File format PDF. File size approximately 50 kB
ECTS
2
Credit
assessment
Number of hours:
Lecture
30 h
Aesthetic aspects of sport
ECTS
2
Credit
assessment
Number of hours:
Lecture
30 h
Information Society Technologies
ECTS
2
Credit
assessment
Number of hours:
Lecture
30 h
Climate Change and Civilization Crisis: Farewell to Welfare or Beginning of Quality Life?
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
History and monuments of technology
ECTS
2
Credit
assessment
Number of hours:
Lecture
30 h
Facts and myths about cosmetic products
Download the subject card
File format PDF. File size approximately 50 kB
ECTS
2
Credit
assessment
Number of hours:
Lecture
30 h
Public Participation in Poland
ECTS
2
Credit
assessment
Number of hours:
Lecture
30 h
Maritime passenger transport
Download the subject card
File format PDF. File size approximately 50 kB
ECTS
2
Credit
assessment
Number of hours:
Lecture
30 h
Self-presentation, learning and managing talents and professional skills
Download the subject card
File format PDF. File size approximately 50 kB
ECTS
2
Credit
assessment
Number of hours:
Lecture
30 h
Civilisation and the environment
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
The social role of food and nutrition
Download the subject card
File format PDF. File size approximately 50 kB
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
Sustainable blue economy: law and practice
ECTS
2
Credit
assessment
Number of hours:
Lecture
30 h
Indigenous cultures of the world - traditions and contemporary life
ECTS
2
Credit
assessment
Number of hours:
Lecture
30 h
Polish Film Academy
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
Art Law
ECTS
2
Credit
assessment
Number of hours:
Lecture
30 h
Architecture of happiness
ECTS
2
Credit
assessment
Number of hours:
Lecture
30 h
Financial markets for everyone
ECTS
2
Credit
assessment
Number of hours:
Lecture
30 h
Trademark Management
ECTS
2
Credit
assessment
Number of hours:
Lecture
30 h
Some Issues in Psycho- and Sociolinguistics
ECTS
2
Credit
assessment
Number of hours:
Lecture
30 h
Sustainable society and city
ECTS
2
Credit
assessment
Number of hours:
Lecture
30 h
Why wellbeing matters?
ECTS
2
Credit
assessment
Number of hours:
Lecture
30 h
A recipe for uncertain times in business - insurance
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
Are you a Strategic Thinker? Strategic Management and Innovation in a nutshell
Download the subject card
File format PDF. File size approximately 50 kB
ECTS
2
Credit
assessment
Number of hours:
Lecture
30 h
Basic Facts about Islam
ECTS
2
Credit
assessment
Number of hours:
Lecture
30 h
Myth and Magic in Science
Download the subject card
File format PDF. File size approximately 50 kB
ECTS
2
Credit
assessment
Number of hours:
Lecture
30 h
Information Society Technologies
3
30
-
-
15
15
e
Information Society Technologies
Download the subject card
ECTS
3
Credit
exam
Number of hours:
Lecture
30 h
Project
15 h
Seminar
15 h
Subjects from Specialization: Machine learning
Optimization of Structures & Calculations in Neural Networks
3
15
-
15
15
-
z
Optimization of Structures & Calculations in Neural Networks
Download the subject card
ECTS
3
Credit
assessment
Number of hours:
Lecture
15 h
Laboratory
15 h
Project
15 h