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 teaching schedules 2017–2018
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BIOI2241 Introduction to Statistical Analysis 5 ECTS
Period I Period II Period III Period IV
Language of instruction
Type or level of studies
Advanced studies
Course unit descriptions in the curriculum
Department of Future Technologies

Learning outcomes

The students understand the basics of statistical data analysis and can perform simple analyses of bio-health data. The students can 1)describe experiments and data using statistical terminology, 2)explain the theoretical basics of estimation and hypothesis testing,3) programmatically manipulate data matrices, 4) explore and visualise data, 5) apply statistical tests, and 6) explain the idea of unsupervised and supervised machine learning. As an introductory course, the students are not expected to obtain deep theoretical understanding or advanced practical skills.


Juho Heimonen


18-Jan-2018 – 1-Mar-2018
Thu 18-Jan-2018 - 1-Mar-2018 weekly at 12.15-15.45, k127