IKT623 Principles of Artificial Intelligence
- ECTS Credits:
- 5
- Responsible department:
- Faculty of Engineering and Science
- Lecture Semester:
- Spring, Autumn
- Teaching language:
- English
- Duration:
- 1 term
The course is connected to the following study programs
- Information and Communication Technology, PhD Programme
- PhD Programme in Engineering and Science
Teaching language
EnglishCourse contents
The course will provide insight into the theory, foundations, implementation and applications of Artificial Intelligence (AI). It will bestow the students with the ability to use AI-methodologies in any application domain. The topics that will be covered will include: Recent approaches to machine learning and data mining, knowledge based systems, inference methods, fuzzy systems, heuristic search, and natural language processing. Finally, the student will be required to undertake a project involving recent industrial applications.
Learning outcomes
After completion of the course, the student is expected to:
-
have obtained insight into the theory, foundations, implementation and applications of Artificial Intelligence (AI)
-
be trained to solve, using AI-based tools, research problems within the other areas in which UiA has expertise, such as communications and security
Examination requirements
Approved project report and exercises.
Teaching methods
Lectures, exercises and project work.
Assessment methods and criteria
Project report and exercises. Pass/Fail.