Course Catalog 2013-2014 International Basic Pori International Postgraduate Open University |Degrees|     |Study blocks|     |Courses|

Course Catalog 2013-2014

SGN-42006 Machine Learning, 5 cr Machine Learning SGN-42006 2013-01

Lessons

Study type	P1	P2	P3	P4	Summer	Lecture times and places
Lectures Excercises		4 h/per  4 h/per				Monday 12 - 14, TB223 Friday 14 - 16, TB224 Monday 12 - 14, TB224

Description:

Learning outcomes: The student can describe the difference artificial intelligence and machine learning. The student can list the mentioned learning rules. The student can describe them and is capable to apply them to train neural networks. The student is capable to list to analyse the lectured neural networks (MLP,SVM,SOM and recurrent networks). The student is capable to analyse the own problem and to select the most suitable, lectured neural network. The student has a certain capability to create new solutions based on the lectured material.

Person responsible:

Ari Visa

Assessment scale:

Numerical evaluation scale (1-5) will be used on the course