Information sheet ECTS Syllabus
Course syllabus UI_B - Artificial Intelligence (FIIT - WS 2020/2021)
Slovak University of Technology in Bratislava
Course unit code:
Course unit title:
Mode of delivery, planned learning activities and teaching methods:
|Informatics - bachelor (compulsory), 3. semester|
Informatics (conversion programme with a foundation year) - bachelor (compulsory), 5. semester
Information Security (conversion programme with a foundation year) - bachelor (compulsory), 5. semester
|Level of study:|
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|Prerequisites for registration:|
|Conditions for admission to final exam:|
Elaboration and submission of all the required assignments.
Obtain at least 4 points for the 1st assignment and at least 6 points for each of the remaining three assignments.
Obrain at least 38 points for all assignments in total.
Conditions for a passing grade:
Earning a sufficient number of points (according to the study code) for the following:
assignments: totally 70,
final exam: totally 30.
|Learning outcomes of the course unit:|
To acquire deeper knowledge of principles of artificial intelligence. To understand principles of symbolic and subsymbolic artificial intelligence in a broader context of informatic sciences. To master techniques, methods, structures for problem solving that are based on computation processes involving representation of knowledge. To acquire practical experience with designing intelligent agents.
1. Artificial intelligence, its contents, methodology.
2. Problem solving.
3. State space, search for solution.
4. Uninformed search.
5. Heuristic search.
6. Games problem solving.
7. Machine learning.
8. Neural networks and evolutionary algorithms.
9. Mathematical logic for artificial intelligence.
10. Knowledge representation.
11. Uncertain knowledge and its representation.
13. Multiagent systems.
Recommended or required reading:
Language of instruction:
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|Assessed students in total: 2082|
|Name of lecturer(s):||Ing. Ivan Kapustík (instructor) - slovak|
Ing. Lukáš Kohútka, PhD. (examiner, instructor, lecturer, person responsible for course) - slovak
Ing. Boris Slíž (instructor) - slovak
Ing. Juraj Vincúr (instructor) - slovak
17. 9. 2020
Ing. Lukáš Kohútka, PhD. and programme supervisor
Last modification made by RNDr. Marta Gnipová on 09/17/2020.