Selected Applications of Artificial Intelligence Methods WM-I-SAAIM-EN
The purpose of lectures is to present applications of artificial intelligence (AI) methods to solve selected real-life problems. The key idea is to consider problems of AI as either (a) problems of combinatorial optimization which can be solved with use of some metaheuristics such as e.g., genetic algorithms, or (b) problems which can be solved with use of neural networks, or (c) problems which can be interpreted in terms of multi-agent systems. Necessary AI tools will be presented, and it will be shown how to apply them for problems solving.
(in Polish) Dyscyplina naukowa, do której odnoszą się efekty uczenia się
(in Polish) E-Learning
(in Polish) Grupa przedmiotów ogólnouczenianych
(in Polish) Opis nakładu pracy studenta w ECTS
Subject level
Learning outcome code/codes
Type of subject
Preliminary Requirements
Course coordinators
Learning outcomes
LECTURE
Student
W1-knows and understands the goals and scope of applications of artificial intelligence in other fields (I1_W16),
W2- knows selected methods of artificial intelligence (I1_W16),
U1 - can choose artificial intelligence methods for selected real problems (I1_U18).
LAB
Student
W1 - knows the terms used in selected artificial intelligence tools (I1_W16),
U1 - can apply selected tools and techniques of artificial intelligence to selected problems discussed in the lecture (I1_U18).
Assessment criteria
For all learning outcomes, the following assessment criteria are adopted for all forms of verification:
grade 5: fully achieved (no obvious shortcomings),
grade 4.5: achieved almost fully and criteria for awarding a higher grade are not met,
grade 4: largely achieved and the criteria for a higher grade are not met,
grade 3.5: largely achieved - with a clear majority of positives - and the criteria for granting a higher grade are not met,
grade 3: achieved for most of the cases covered by the verification and criteria for a higher grade are not met,
grade 2: not achieved for most of the cases covered by the verification.
Additional information
Additional information (registration calendar, class conductors, localization and schedules of classes), might be available in the USOSweb system: