Automatic Control, Cybernetics and Robotics > Artificial Intelligence in Automation and Robotics > Artificial Intelligence in Automation and Robotics
Download the list (XLS)

Automatic Control, Cybernetics and Robotics

, first-cycle studies, Full-time studies, starting year 2025/2026

Semester: 1  (2025/2026 - winter)

ECTS W C L P S Credit
Subject Card
Introduction to AC&R
1 15 - - - - z
ECTS
1
Credit
assessment
Number of hours:
Lecture
15 h
Aspects of Green Transition
1 15 - - - - z
ECTS
1
Credit
assessment
Number of hours:
Lecture
15 h
Linear Algebra
4 30 30 - - - e
ECTS
4
Credit
exam
Number of hours:
Lecture
30 h
Exercises
30 h
Mathematical Analysis
6 30 30 - - - e
Download
ECTS
6
Credit
exam
Number of hours:
Lecture
30 h
Exercises
30 h
Download the subject card
IT Tools & Programming Languages
2 15 - 15 - - z
ECTS
2
Credit
assessment
Number of hours:
Lecture
15 h
Laboratory
15 h
Basic Math
3 30 30 - - - e
Download
ECTS
3
Credit
exam
Number of hours:
Lecture
30 h
Exercises
30 h
Download the subject card
Standard of Polish Usage
2 - - - - 15 z
ECTS
2
Credit
assessment
Number of hours:
Seminar
15 h
Basics of Programming
5 30 - 30 - - z
ECTS
5
Credit
assessment
Number of hours:
Lecture
30 h
Laboratory
30 h
Digital Technology I
6 30 30 - - - e
ECTS
6
Credit
exam
Number of hours:
Lecture
30 h
Exercises
30 h
Total ECTS credits:30
Number of hours:375

Semester: 2  (2025/2026 - summer)

ECTS W C L P S Credit
Subject Card
Circuits and Signals
4 30 30 - - - e
ECTS
4
Credit
exam
Number of hours:
Lecture
30 h
Exercises
30 h
Digital Technology - laboratory
4 - - 30 - - z
Download
ECTS
4
Credit
assessment
Number of hours:
Laboratory
30 h
Download the subject card
Discrete mathematics
3 15 15 - - - z
ECTS
3
Credit
assessment
Number of hours:
Lecture
15 h
Exercises
15 h
Mathematical Analysis II
5 30 30 - - - z
Download
ECTS
5
Credit
assessment
Number of hours:
Lecture
30 h
Exercises
30 h
Download the subject card
Probability Methods and Statistics
4 15 30 - - - e
ECTS
4
Credit
exam
Number of hours:
Lecture
15 h
Exercises
30 h
Fundamentals of Physics
3 30 15 - - - e
Download
ECTS
3
Credit
exam
Number of hours:
Lecture
30 h
Exercises
15 h
Download the subject card
Metrology
1 15 - - - - z
Download
ECTS
1
Credit
assessment
Number of hours:
Lecture
15 h
Download the subject card
Programming in High Level Languages
2 15 - 15 - - z
ECTS
2
Credit
assessment
Number of hours:
Lecture
15 h
Laboratory
15 h
Semiconductor Devices
2 15 15 - - - z
ECTS
2
Credit
assessment
Number of hours:
Lecture
15 h
Exercises
15 h
Foreign Language I
2 - 30 - - - z/e
ECTS
2
Credit
-
Number of hours:
Exercises
30 h
Przedmioty w module:
PHYSICAL EDUCATION I
0 - 30 - - - z/e
ECTS
0
Credit
-
Number of hours:
Exercises
30 h
Przedmioty w module:
Total ECTS credits:30
Number of hours:405

Semester: 3  (2026/2027 - winter)

ECTS W C L P S Credit
Subject Card
Programmable logic controllers
3 15 - 30 - - z
ECTS
3
Credit
assessment
Number of hours:
Lecture
15 h
Laboratory
30 h
Essentials of Automatics
5 30 30 - - - e
Download
ECTS
5
Credit
exam
Number of hours:
Lecture
30 h
Exercises
30 h
Download the subject card
Programming in High Level Languages II
3 - - 15 - - z
ECTS
3
Credit
assessment
Number of hours:
Laboratory
15 h
Mathematical Modelling Methods
2 30 - - - - e
ECTS
2
Credit
exam
Number of hours:
Lecture
30 h
Metrology - laboratory
2 - - 30 - - z
Download
ECTS
2
Credit
assessment
Number of hours:
Laboratory
30 h
Download the subject card
Signal Processing
3 30 15 - - - e
ECTS
3
Credit
exam
Number of hours:
Lecture
30 h
Exercises
15 h
Circuits and Signals - laboratory
1 - - 15 - - z
Download
ECTS
1
Credit
assessment
Number of hours:
Laboratory
15 h
Download the subject card
Electricity and Magnetism
2 15 15 - - - z
ECTS
2
Credit
assessment
Number of hours:
Lecture
15 h
Exercises
15 h
Actuators in in Automatic Control
1 15 - - - - z
ECTS
1
Credit
assessment
Number of hours:
Lecture
15 h
Semiconductor Devices
1 - - 15 - - z
Download
ECTS
1
Credit
assessment
Number of hours:
Laboratory
15 h
Download the subject card
Electronic Circuits
3 30 15 - - - z
ECTS
3
Credit
assessment
Number of hours:
Lecture
30 h
Exercises
15 h
Numerical Methods & Optimization in Automatic Control
2 15 - 15 - - z
ECTS
2
Credit
assessment
Number of hours:
Lecture
15 h
Laboratory
15 h
Foreign Language II
2 - 30 - - - z/e
ECTS
2
Credit
-
Number of hours:
Exercises
30 h
Przedmioty w module:
PHYSICAL EDUCATION II
0 - 30 - - - z/e
ECTS
0
Credit
-
Number of hours:
Exercises
30 h
Przedmioty w module:
Total ECTS credits:30
Number of hours:435

Semester: 4  (2026/2027 - summer)

ECTS W C L P S Credit
Subject Card
Basics of Mechanics
3 30 15 - - - z
Download
ECTS
3
Credit
assessment
Number of hours:
Lecture
30 h
Exercises
15 h
Download the subject card
Introduction to Artificial Intelligence
2 30 - - - - e
ECTS
2
Credit
exam
Number of hours:
Lecture
30 h
Essentials of Automatics - Laboratory
2 - - 30 - - z
ECTS
2
Credit
assessment
Number of hours:
Laboratory
30 h
Electronic Circuits - laboratory
1 - - 15 - - z
Download
ECTS
1
Credit
assessment
Number of hours:
Laboratory
15 h
Download the subject card
Actuators in Control Systems - laboratory
1 - - 20 - - z
ECTS
1
Credit
assessment
Number of hours:
Laboratory
20 h
Basics of Industrial Robotics
2 30 - - - - e
ECTS
2
Credit
exam
Number of hours:
Lecture
30 h
Control Theory
3 30 15 - - - e
ECTS
3
Credit
exam
Number of hours:
Lecture
30 h
Exercises
15 h
Sensors and Measurement Converters
2 15 - - - - z
ECTS
2
Credit
assessment
Number of hours:
Lecture
15 h
Engineering mathematical modelling
1 - - - 15 - z
ECTS
1
Credit
assessment
Number of hours:
Project
15 h
Foreign Language III
2 - 30 - - - z/e
ECTS
2
Credit
-
Number of hours:
Exercises
30 h
Przedmioty w module:

Subjects from Stream: Artificial Intelligence in Automation and Robotics

Parallel Programming
3 15 - 15 - - z
ECTS
3
Credit
assessment
Number of hours:
Lecture
15 h
Laboratory
15 h
Intelligence and Human Cognitive Systems
1 15 - - - - z
ECTS
1
Credit
assessment
Number of hours:
Lecture
15 h
Modern Neural Networks
3 15 - 15 15 - z
ECTS
3
Credit
assessment
Number of hours:
Lecture
15 h
Laboratory
15 h
Project
15 h
Image Processing
4 15 - 30 15 - z
ECTS
4
Credit
assessment
Number of hours:
Lecture
15 h
Laboratory
30 h
Project
15 h
Total ECTS credits:30
Number of hours:425

Semester: 5  (2027/2028 - winter)

ECTS W C L P S Credit
Subject Card
Basics of Industrial Robotics - Laboratory
1 - - 15 - - z
ECTS
1
Credit
assessment
Number of hours:
Laboratory
15 h
Team Project I
3 - - - 30 - z
ECTS
3
Credit
assessment
Number of hours:
Project
30 h
Sensors and Measurement Converters
1 - - 15 - - z
Download
ECTS
1
Credit
assessment
Number of hours:
Laboratory
15 h
Download the subject card
Mathematic Fundamentals of Computer Control
2 15 15 - - - z
ECTS
2
Credit
assessment
Number of hours:
Lecture
15 h
Exercises
15 h
Introduction to Artificial Intelligence - Laboratory
1 - - 15 - - z
ECTS
1
Credit
assessment
Number of hours:
Laboratory
15 h
Project and Risk Management
2 15 - - - - z
ECTS
2
Credit
assessment
Number of hours:
Lecture
15 h
Control Theory - Laboratory
2 - - 15 15 - z
ECTS
2
Credit
assessment
Number of hours:
Laboratory
15 h
Project
15 h
Foreign Language IV
2 - 30 - - - z/e
ECTS
2
Credit
-
Number of hours:
Exercises
30 h
Przedmioty w module:

Subjects from Stream: Artificial Intelligence in Automation and Robotics

Cobots
4 15 - 30 15 - e
ECTS
4
Credit
exam
Number of hours:
Lecture
15 h
Laboratory
30 h
Project
15 h
Computer Networks
3 30 - 15 - - z
ECTS
3
Credit
assessment
Number of hours:
Lecture
30 h
Laboratory
15 h
Team Project Organization
3 - - - 15 15 z
ECTS
3
Credit
assessment
Number of hours:
Project
15 h
Seminar
15 h
Databases
3 15 - 30 - - e
ECTS
3
Credit
exam
Number of hours:
Lecture
15 h
Laboratory
30 h
Deep learning
3 15 - 30 - - e
ECTS
3
Credit
exam
Number of hours:
Lecture
15 h
Laboratory
30 h
Total ECTS credits:30
Number of hours:405

Semester: 6  (2027/2028 - summer)

ECTS W C L P S Credit
Subject Card
Buses and Communication Protocols
2 15 - 15 - - e
ECTS
2
Credit
exam
Number of hours:
Lecture
15 h
Laboratory
15 h
BSc Diploma Project I
2 - - - 30 - z
Download
ECTS
2
Credit
assessment
Number of hours:
Project
30 h
Download the subject card
Adaptive Filtration
1 15 - - - - z
ECTS
1
Credit
assessment
Number of hours:
Lecture
15 h
Team Project II
3 - - - 30 - z
ECTS
3
Credit
assessment
Number of hours:
Project
30 h
Statistics and Statistical Testing in Engineering Perspective
2 15 - 15 - - z
ECTS
2
Credit
assessment
Number of hours:
Lecture
15 h
Laboratory
15 h
6 - - - - - z/e
2 15 - - 15 - z
4 30 - 15 - - z
4 15 - 30 - - z
2 15 - 15 - - z
ECTS
6
Credit
-
Number of hours:
Przedmioty w module:
ECTS
6
Credit
assessment
Number of hours:
Lecture
15 h
Project
15 h
ECTS
6
Credit
assessment
Number of hours:
Lecture
30 h
Laboratory
15 h
ECTS
6
Credit
assessment
Number of hours:
Lecture
15 h
Laboratory
30 h
ECTS
6
Credit
assessment
Number of hours:
Lecture
15 h
Laboratory
15 h

Subjects from Stream: Artificial Intelligence in Automation and Robotics

3D Vision in Robotics
3 15 - 15 - - e
ECTS
3
Credit
exam
Number of hours:
Lecture
15 h
Laboratory
15 h
Genetic Algorithms
2 15 - - 15 - z
ECTS
2
Credit
assessment
Number of hours:
Lecture
15 h
Project
15 h
Detecting Anomalies in Processes
2 15 - 15 - - z
ECTS
2
Credit
assessment
Number of hours:
Lecture
15 h
Laboratory
15 h
Cloud Computing
4 15 - 15 - 15 z
ECTS
4
Credit
assessment
Number of hours:
Lecture
15 h
Laboratory
15 h
Seminar
15 h
Dedicated Machine Vision
2 15 - 15 - - z
ECTS
2
Credit
assessment
Number of hours:
Lecture
15 h
Laboratory
15 h
BSc Diploma Seminar I
1 - - - - 15 z
Download
ECTS
1
Credit
assessment
Number of hours:
Seminar
15 h
Download the subject card
Total ECTS credits:30
Number of hours:315

Semester: 7  (2028/2029 - winter)

ECTS W C L P S Credit
Subject Card
BSc Diploma Project II
12 - - - 60 - z
ECTS
12
Credit
assessment
Number of hours:
Project
60 h
Adaptive Filtration
1 15 - - - - z
ECTS
1
Credit
assessment
Number of hours:
Lecture
15 h
Vocational Training
6 - - - - - z
ECTS
6
Credit
assessment
Number of hours:

Subjects from Profile: Artificial Intelligence in Automation and Robotics

Big Data
3 15 - 15 15 - z
ECTS
3
Credit
assessment
Number of hours:
Lecture
15 h
Laboratory
15 h
Project
15 h
Embedded Systems & IoT
3 15 - 30 - - z
ECTS
3
Credit
assessment
Number of hours:
Lecture
15 h
Laboratory
30 h
Natural Language Processing
2 15 - - 15 - e
ECTS
2
Credit
exam
Number of hours:
Lecture
15 h
Project
15 h
BSc Diploma Seminar II
1 - - - - 15 z
ECTS
1
Credit
assessment
Number of hours:
Seminar
15 h
Human Robot Interaction
2 15 - - 15 - z
ECTS
2
Credit
assessment
Number of hours:
Lecture
15 h
Project
15 h
Total ECTS credits:30
Number of hours:240
Back to main page