Available courses

The objective of the course is to understand the characteristics of interdisciplinary work in the context of scientific work and applying funding. Upon completion of the course, the participants will have * developed skills in interdisciplinary communications* developed skills of managing complexit…

This course aims to provide an intense tutorial and knowledge exchange to graduate students and researchers on key topics regarding smart security in 5G and future wireless networks.
This course for doctoral students in Human Sciences introduces the participants with nexus analysis providing a perspective to the study of social action with a participatory stance. The participants get acquainted with the theoretical and methodological basis of nexus analysis with the help of a m…
Description: This course teaches students how to use the QIIME2 tool to perform Next-Generation Microbial Sequence Analysis (NGS). In this session, we will go through DNA extraction, PCR amplification, and barcoded sequencing in-depth (no hands-on). We will utilize publicly available human mic…
Opintojakso koostuu kolmesta moduulista, joita opiskelija voi suorittaa haluamansa määrän: keskustelunanalyysin perusteet (2 op) keskustelunanalyyttinen litterointi (1 op) perehtyminen syventävään keskustelunanalyysin teemaan (2 op) Opintojakson kolme eri moduulia suoritettuaan opiskelija&nbs…
Ferroelectricity has been discovered about a century ago. As an electric cousin of the widely known ferromagnetism, ferroelectric materials have in no way shown fewer applications, from memories to sensors, actuators and transducers, and from military use cases to industrial and medical sectors. Be…
Electrochemical Impedance Spectroscopy (EIS) is a technique which utilizes the impedance data to describe a given electrochemical system based on analogous equivalent circuit. EIS is a fast, highly effective, and non-invasive electrochemical technique with wide range of methods for analysis of cond…

A doctoral course on gamification and behaviour change. 0.5cr or 1cr. 
This 30-min online training consisting of a video, a PDF notes and an online quiz is for researchers who work with, or in close proximity to Class 2, Class 3,Class 4 light sources, such as in the light microscopes, in an optical laboratory. It aims to train the lab users to be aware of laser h…
 Lastenkirjallisuus, draamakasvatus ja kirjallisuusterapia Ohjaaja: Pirjo Suvilehto   Lastenkirjallisuuden, lasten draamakasvatuksen ja kirjallisuusterapeuttisen näkökulman aiheista kiinnostuneet sopimuksen mukaan Pirjo Suvilehdon graduryhmään. Kiinnostuneet voivat olla sähköpostits…
In this course, students will learn how to use different types of microsensors in a variety of experimental setups and how to interpret the obtained results. Microsensor measurements will be complemented by characterization of the microbial communities through visualization techniques. The course w…
In this two day course we will examine various machine learning (and statistical learning) methods and their relationship to persuasive systems design. When designing personalized persuasive systems, often the personalization is based on user data, hence, a proper understanding of modern data …
The course introduces students to the area of visual analytics as a domain of information visualization for exploring and understanding vast amounts of data visually. The topic is studied and presented through the lenses of human-centered design and analysis, and illustrated with various examples a…