Available courses

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…



Practical hands-on course for PhD students of the Faculty of Humanities and Faculty of Education (2 study points)


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 …
On this course, the students will familiarize themselves with the basic theoretical and methodological aspects of doing nexus analysis. The course sheds light on issues and questions related to themes such as early childhood makerspaces, nomadic learning and dialogic practice in design processes, a…
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…
Learning outcome: Upon completion of the pre-exam and 5-day online lectures (2 ECTS), the students are equipped with knowledge to systematically analyze how blockchain technology could serve as a strategic technology and compare it with different technology strategies. The student is able to assess…
An Introduction to Wireless Information and Power Transfer  Video lectures available by Jan 11, 2021. Live discussions and Q&A on Jan 13 and 14, 2021.       Description: This course gives an introductory overview of the basics as well as state-of-the-art results in…