Informatics >
Machine learning
Informatics
, second-cycle studies, Full-time studies, starting year 2024/2025
ECTS
W
C
L
P
S
Credit
Subject Card
3
-
-
-
-
-
z/e
Zespołowy projekt badawczy I
3
-
-
-
40
-
z
Zespołowy projekt badawczy I
3
-
-
-
40
-
z
Team Research Project I
ECTS
3
Credit
-
Number of hours:
Przedmioty w module:
Zespołowy projekt badawczy I
ECTS
3
Credit
assessment
Number of hours:
Project
40 h
Zespołowy projekt badawczy I
ECTS
3
Credit
assessment
Number of hours:
Project
40 h
Foreign Language I
2
-
30
-
-
-
z/e
Foreign Language I
ECTS
2
Credit
-
Number of hours:
Exercises
30 h
Przedmioty w module:
Subjects from Specialization: Machine learning
Knowledge Discovery and Recommendation Systems
4
15
-
15
15
-
z
Knowledge Discovery and Recommendation Systems
ECTS
4
Credit
assessment
Number of hours:
Lecture
15 h
Laboratory
15 h
Project
15 h
Advanced Data Preparation in Machine Learning
2
15
-
-
15
-
z
Advanced Data Preparation in Machine Learning
ECTS
2
Credit
assessment
Number of hours:
Lecture
15 h
Project
15 h
Semester: 2 (2025/2026 - winter)
ECTS
W
C
L
P
S
Credit
Subject Card
Faculty Electives I
3
-
-
-
-
-
z/e
Faculty Electives I
ECTS
3
Credit
-
Number of hours:
Przedmioty w module:
Team research project II
3
-
-
-
-
-
z/e
Team research project II
ECTS
3
Credit
-
Number of hours:
Przedmioty w module:
Foreign Language II
2
-
30
-
-
-
z/e
Foreign Language II
ECTS
2
Credit
-
Number of hours:
Exercises
30 h
Przedmioty w module:
Elements of Bioinformatics
2
15
-
-
15
-
z
Elements of Bioinformatics
ECTS
2
Credit
assessment
Number of hours:
Lecture
15 h
Project
15 h
Subjects from Specialization: Machine learning
Media Processing in Decision-Making Systems
3
15
-
30
-
-
e
Semester: 3 (2025/2026 - summer)
ECTS
W
C
L
P
S
Credit
Subject Card
SOCIO-HUMANISTIC SUBJECT
2
30
-
-
-
-
z/e
SOCIO-HUMANISTIC SUBJECT
ECTS
2
Credit
-
Number of hours:
Lecture
30 h
Przedmioty w module:
Faculty Electives II
3
-
-
-
-
-
z/e
Faculty Electives II
ECTS
3
Credit
-
Number of hours:
Przedmioty w module:
Interdisciplinary Elective Course
3
-
-
-
-
-
z/e
Interdisciplinary Elective Course
ECTS
3
Credit
-
Number of hours:
Przedmioty w module:
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
-
e
Optimization of Structures & Calculations in Neural Networks
ECTS
3
Credit
exam
Number of hours:
Lecture
15 h
Laboratory
15 h
Project
15 h