Uusi opinto-opas (sisältäen myös opetusohjelmat) lukuvuodelle 2018-2019 sijaitsee osoitteessa https://opas.peppi.utu.fi . Tältä sivustolta löytyvät enää vanhat opinto-oppaat ja opetusohjelmat.

The new study guide (incl. teaching schedules) for academic year 2018-2019 can be found at https://studyguide.utu.fi. This site contains only previous years' guides.

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Arkistoitu opetussuunnitelma 2014–2016
Selaamasi opetussuunnitelma ei ole enää voimassa. Tarkista tiedot voimassa olevasta opetussuunnitelmasta.
TKO_2096 Applications of Data Analysis 5 op
Organised by
Computer Science
Preceding studies

Learning outcomes

After learning about fundamental data analysis techniques from courses such as Data analysis and knowledge discovery (TKO_3103), this course provides the student necessary tools for applying these techniques to solving real-world problems occurring in different application domains.


Modern data analysis techniques provide invaluable tools for a wide range of application areas, including but not limited to areas such as image recognition, biological data analysis, targeted advertising, geoinformatics, natural language processing, process control in manufacturing etc. This course provides both an overview of, as well as practical solutions for effective application of data analysis techniques for a number of such areas. Central questions include how to model different application problems as data analysis tasks, how to generate feature representations or similarity measures for data with different characteristics, and how to evaluate the quality of the developed models.

Modes of study

Lectures, exercises / project.



Study materials

Lecture material, data provided for exercises.

Belongs to following study modules

Tulevaisuuden teknologioiden laitos
Tulevaisuuden teknologioiden laitos
Hoitotieteen laitos
Health Technology (Hoitotiede)
Tulevaisuuden teknologioiden laitos
Tulevaisuuden teknologioiden laitos
Archived Teaching Schedule. Please refer to current Teaching Shedule.
Tulevaisuuden teknologioiden laitos
MDP in Bioinformatics
MDP in Embedded Computing