Avainsanat

Osaamistavoitteet

The course aims at delivering an intuitive understanding of the fundamentals and thus the power and limitations of various methods like Artificial Neural Network. SOM, genetic and evolutionary algorithms, simulated annealing.

Sisältö

Common algorithmic and AI methods used in data analysis in many fields of research, including but not restricted to bio and medical informatics. Different data analysis methods and applications are included.

Toteutustavat

Opetustapa	Paikalla	Verkossa
Itsenäinen työskentely

Independent work, exercises, oral exam.

Opetuskieli

englanti

Arviointi

Numerolla 1-5.

Kirjallisuus/Oppimateriaali

Course material on the Internet.

Lisätietoja

Organization responsible: Department of Information Technology, University of Turku

Kokonaisuudet johon opintojakso kuuluu