Biomedical Engineering >
Artificial Intelligence
Biomedical Engineering
, second-cycle studies, Full-time studies, starting year 2023/2024
ECTS
W
C
L
P
S
Credit
Subject Card
Acquisition, collection and processing of biomedical data
2
15
-
15
-
-
e
Szkolenia
0
10
-
-
-
-
z/e
Szkolenia
ECTS
0
Credit
-
Number of hours:
Lecture
10 h
Przedmioty w module:
Subjects from Specialization: Artificial Intelligence
Introduction to artificial intelligence
3
15
-
-
15
15
z
Introduction to artificial intelligence
Download the subject card
ECTS
3
Credit
assessment
Number of hours:
Lecture
15 h
Project
15 h
Seminar
15 h
Computational basics of artificial intelligence
3
15
-
-
15
-
z
Programming languages for artificial intelligence
2
15
-
15
-
-
z
Aspects of robotics in artificial intelligence
3
15
-
15
-
-
z
Semester: 2 (2024/2025 - winter)
ECTS
W
C
L
P
S
Credit
Subject Card
Research project II
3
-
-
-
30
-
z
Research project II
ECTS
3
Credit
assessment
Number of hours:
Project
30 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: Artificial Intelligence
6
-
-
-
-
-
z/e
Systems Modelling and Business Analysis
2
15
-
-
15
-
z
Communication Software for Internet of Things
4
15
-
15
15
-
e
Internet Technologies in Mobile Applications
2
15
-
15
-
-
z
Modern applications of functional programming
3
15
-
15
-
15
e
Advanced techniques of non-relational databases
5
15
-
30
30
-
z
Information Systems Evolution Management
2
15
-
-
15
-
e
Cooperation Security in Autonomous System
2
15
-
-
-
15
z
Classification Methods of Geoinformation Data
3
15
-
-
15
-
e
Integrated Circuits Design for Wireless Communication
2
15
-
15
-
-
z
The elective subjects
ECTS
6
Credit
-
Number of hours:
Przedmioty w module:
Virtual Reality
Download the subject card
File format PDF. File size approximately 50 kB
ECTS
6
Credit
exam
Number of hours:
Lecture
15 h
Laboratory
15 h
Project
15 h
Systems Modelling and Business Analysis
Download the subject card
File format PDF. File size approximately 50 kB
ECTS
6
Credit
assessment
Number of hours:
Lecture
15 h
Project
15 h
Communication Software for Internet of Things
Download the subject card
File format PDF. File size approximately 50 kB
ECTS
6
Credit
exam
Number of hours:
Lecture
15 h
Laboratory
15 h
Project
15 h
Internet Technologies in Mobile Applications
Download the subject card
File format PDF. File size approximately 50 kB
ECTS
6
Credit
assessment
Number of hours:
Lecture
15 h
Laboratory
15 h
Intelligent Information Retrieval
Download the subject card
File format PDF. File size approximately 50 kB
ECTS
6
Credit
exam
Number of hours:
Lecture
15 h
Project
30 h
Modern applications of functional programming
Download the subject card
File format PDF. File size approximately 50 kB
ECTS
6
Credit
exam
Number of hours:
Lecture
15 h
Laboratory
15 h
Seminar
15 h
Advanced techniques of non-relational databases
Download the subject card
File format PDF. File size approximately 50 kB
ECTS
6
Credit
assessment
Number of hours:
Lecture
15 h
Laboratory
30 h
Project
30 h
Safety and Reliability
Download the subject card
File format PDF. File size approximately 50 kB
ECTS
6
Credit
assessment
Number of hours:
Lecture
15 h
Laboratory
15 h
Project
15 h
Information Systems Evolution Management
Download the subject card
File format PDF. File size approximately 50 kB
ECTS
6
Credit
exam
Number of hours:
Lecture
15 h
Project
15 h
Graphics Systems
Download the subject card
File format PDF. File size approximately 50 kB
ECTS
6
Credit
assessment
Number of hours:
Lecture
15 h
Laboratory
15 h
Cooperation Security in Autonomous System
Download the subject card
File format PDF. File size approximately 50 kB
ECTS
6
Credit
assessment
Number of hours:
Lecture
15 h
Seminar
15 h
Mobile Multimedia Applications
Download the subject card
File format PDF. File size approximately 50 kB
ECTS
6
Credit
assessment
Number of hours:
Lecture
15 h
Laboratory
15 h
Project
15 h
Classification Methods of Geoinformation Data
Download the subject card
File format PDF. File size approximately 50 kB
ECTS
6
Credit
exam
Number of hours:
Lecture
15 h
Project
15 h
Programmable Digital Circuits
Download the subject card
File format PDF. File size approximately 50 kB
ECTS
6
Credit
assessment
Number of hours:
Lecture
15 h
Laboratory
15 h
Programming of Real-Time Systems
Download the subject card
File format PDF. File size approximately 50 kB
ECTS
6
Credit
exam
Number of hours:
Lecture
15 h
Laboratory
15 h
Project
15 h
Integrated Circuits Design for Wireless Communication
Download the subject card
File format PDF. File size approximately 50 kB
ECTS
6
Credit
assessment
Number of hours:
Lecture
15 h
Laboratory
15 h
Microelectronic Embedded Systems
Download the subject card
File format PDF. File size approximately 50 kB
ECTS
6
Credit
exam
Number of hours:
Lecture
15 h
Laboratory
15 h
Seminar
15 h
DSP Applications in Metrology
Download the subject card
File format PDF. File size approximately 50 kB
ECTS
6
Credit
exam
Number of hours:
Lecture
15 h
Laboratory
15 h
Information Streams Control
Download the subject card
File format PDF. File size approximately 50 kB
ECTS
6
Credit
assessment
Number of hours:
Lecture
15 h
Laboratory
15 h
Computer vision
4
30
-
15
15
-
e
Computer vision
Download the subject card
ECTS
4
Credit
exam
Number of hours:
Lecture
30 h
Laboratory
15 h
Project
15 h
Internet and distributed systems
2
15
-
15
-
-
z
Internet and distributed systems
ECTS
2
Credit
assessment
Number of hours:
Lecture
15 h
Laboratory
15 h
Deep learning
4
30
-
15
-
-
e
Deep learning
ECTS
4
Credit
exam
Number of hours:
Lecture
30 h
Laboratory
15 h
Semester: 3 (2024/2025 - summer)
ECTS
W
C
L
P
S
Credit
Subject Card
MSc Diploma Seminar
1
-
-
-
-
15
z
MSc Diploma Seminar
ECTS
1
Credit
assessment
Number of hours:
Seminar
15 h
Methods of testing materials and tissues
2
15
-
15
-
-
z
Methods of testing materials and tissues
ECTS
2
Credit
assessment
Number of hours:
Lecture
15 h
Laboratory
15 h
Philosophy of knowledge and ethics
3
15
-
-
-
15
z
Philosophy of knowledge and ethics
ECTS
3
Credit
assessment
Number of hours:
Lecture
15 h
Seminar
15 h
MSc Diploma Seminar
2
-
-
-
-
30
z
MSc Diploma Seminar
ECTS
2
Credit
assessment
Number of hours:
Seminar
30 h
Subjects from Specialization: Artificial Intelligence
2
-
-
-
-
-
z/e
Fiberoptic Data Transmission Networks
5
30
-
-
30
-
e
The elective subjects
ECTS
2
Credit
-
Number of hours:
Przedmioty w module:
High Performance Machine Learning
Download the subject card
File format PDF. File size approximately 50 kB
ECTS
2
Credit
assessment
Number of hours:
Lecture
15 h
Laboratory
15 h
Deep learning in computer vision
Download the subject card
File format PDF. File size approximately 50 kB
ECTS
2
Credit
exam
Number of hours:
Lecture
15 h
Laboratory
15 h
Integrated Sensor Networks
Download the subject card
File format PDF. File size approximately 50 kB
ECTS
2
Credit
assessment
Number of hours:
Lecture
15 h
Laboratory
15 h
Telemetric Distributed Systems
Download the subject card
File format PDF. File size approximately 50 kB
ECTS
2
Credit
exam
Number of hours:
Lecture
15 h
Seminar
15 h
Data-transmission Code Protection
Download the subject card
File format PDF. File size approximately 50 kB
ECTS
2
Credit
exam
Number of hours:
Lecture
15 h
Seminar
15 h
Application of Wireless Technologies
Download the subject card
File format PDF. File size approximately 50 kB
ECTS
2
Credit
assessment
Number of hours:
Laboratory
15 h
Seminar
15 h
Time-Space Signal Processing
Download the subject card
File format PDF. File size approximately 50 kB
ECTS
2
Credit
assessment
Number of hours:
Lecture
15 h
Project
15 h
Fiberoptic Data Transmission Networks
Download the subject card
File format PDF. File size approximately 50 kB
ECTS
2
Credit
exam
Number of hours:
Lecture
30 h
Project
30 h
Multiservice IP Architectures
Download the subject card
File format PDF. File size approximately 50 kB
ECTS
2
Credit
exam
Number of hours:
Lecture
15 h
Project
15 h
Natural Language Processing
2
15
-
-
15
-
z
Natural Language Processing
ECTS
2
Credit
assessment
Number of hours:
Lecture
15 h
Project
15 h
Introduction to Bioinformatics
2
15
-
15
-
-
z
Introduction to Bioinformatics
ECTS
2
Credit
assessment
Number of hours:
Lecture
15 h
Laboratory
15 h
Medical Telematics
2
15
-
-
15
-
z
Medical Telematics
ECTS
2
Credit
assessment
Number of hours:
Lecture
15 h
Project
15 h