3 ECTS credits
90 u studietijd
Aanbieding 1 met studiegidsnummer 1001694BNR voor alle studenten in het 2e semester met een verdiepend bachelor niveau.
This course presents a broad and deep coverage of the fundamental concepts of a range of approaches to Artificial Intelligence.
1. Introduction to Artificial Intelligence
2. Intelligent Agents
3. Knowledge Representation and Reasoning
4. Searching for Solutions
5. Learning to classify
6. Representing and reasoning with uncertainty
Supplementary information like the Course Slides, AI Resources on the Web, an Online Code Repository in Python and Comments and Discussion can be found on the webpage of the book used in the course, i.e. http://aima.cs.berkeley.edu/.
• Knowledge and insight: On passing this course, a student will have a good overview and basic knowledge of symbolic AI-techniques, formalisms and their applications.
• Application of knowledge and insight: On passing this course, a student will be able to make judgements about when particular techniques should be applied to solve particular problems and to compare and contrast the advantages of different techniques for particular problems.
• Independent thinking: On passing this course, a student will be equipped to collect and interpret literature about topics in AI. He or she will be able to understand basic and intermediate literature to a sufficient level to implement AI solutions to given problems.
• Communication: On passing this course, a student will be able to communicate ideas about symbolic AI to experts and non-experts.
• Skills: On passing this course, a student will have further developed independent learning skills and autonomy in scientific and engineering work.
De beoordeling bestaat uit volgende opdrachtcategorieën:
Examen Andere bepaalt 100% van het eindcijfer
Binnen de categorie Examen Andere dient men volgende opdrachten af te werken:
Written exam.
Deze aanbieding maakt deel uit van de volgende studieplannen:
Bachelor in de ingenieurswetenschappen: elektronica en informatietechnologie Profiel profiel computerwetenschappen