Informatics >
Machine learning
Informatics
, second-cycle studies, Full-time studies, starting year 2023/2024
ECTS
W
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Credit
Subject Card
Subjects from Specialization: Machine learning
Advanced Data Preparation in Machine Learning
2
15
-
-
15
-
z
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:
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
Cloud Environment Management
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
Semester: 2 (2024/2025 - 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 (2024/2025 - summer)
ECTS
W
C
L
P
S
Credit
Subject Card
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
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: 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