Learning systemsLaajuus (5 cr)
Course unit code: AT00DH68
General information
- Credits
- 5 cr
- Institution
- Peppi
Objective
You are able to choose appropriate methods and learning strategies to solve problems. You understand some computational learning principles.
Content
How systems learn by means of examples and models? What is meant by Bayes-networks? What is meant by neural networks? Which kind of learning strategies are used in different neural networks? How to model evolution and what is meant by evolutionary programming?
Evaluation
Students can
a. evaluate and make critical use of multidisciplinary data in their field of expertise by producing new points of view.
b. solve creatively complex problems in research, development and innovation.
d. be responsible for operations and develop them independently and systematically.
Qualifications
Introduction to artificial intelligence or similar knowledge.
Materials
No additional related studies.