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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Archived Curricula Guide 2016–2018
Curricula Guide is archieved. Please refer to current Curricula Guides
TKO_3115 Learning Analytics 5 ECTS

Learning outcomes

The student knows how to appropriately analyze educational data and how to report results in the area of educational research. The student knows how to utilize quantitative and qualitative research methods for data analysis.


The students are provided access to selected anonymized data collected automatically by ViLLE learning environment. Methods for analyzing big data in learning sciences are provided, as well as comprehensive view on reporting results in IT education research. Students perform data analysis and write a research report on the topics selected by themselves or in small groups. Best reports can be adapted to scientific publications in co-operation with the course staff.

Modes of study

Option 1
Available for:
  • Degree Programme Students
  • Other Students
  • Doctoral Students
  • Exchange Students
  • In English

Lectures, assignments, research report.


Numeric 0-5.

Belongs to following study modules

Department of Future Technologies
Department of Future Technologies
Department of Future Technologies
Archived Teaching Schedule. Please refer to current Teaching Shedule.
Department of Future Technologies
DP in Computer Science
DP in Computer Science
DP Bachelor of Science in Techn.(Communication St)
DP in Information and Communication Technology
MDP in Digital Health and Life Sciences (Tech.)
Finnish Study Modules