Language: English
Federated learning
Max amount of FITech students: 50 Persons without a valid study right at a Finnish university or university of applied sciences have preference to this course. This course teaches theoretical foundations and efficient algorithms for federated learning (FL) applications. FL is an umbrella term for training machine learning models in a collaborative fashion from distributed
Electrochemical energy storage and conversion technologies
The course provides the student the ability to analyse battery energy storages and water electrolysis and fuel cell plants at system level. The student will learn how to model the components and systems, and study the energy efficiency and dynamics of the systems. Learning outcomes After successfully completing this course, the student will be able
Geology of components and sustainability
Starting August 1, 2026, degree students can register for future implementations of this course through RIPA. More instructions here. Course contents The goal of the course is for the student to gain insight into the natural (geological) limitations that the ongoing transition to fossil-free energy may encounter. The student learns in which geological environments different critical
Modern topics in telecommunications and radio engineering 10 – Intelligent security
Max amount of FITech students: 20 Persons without a valid study right at a Finnish university or university of applied sciences have preference to this course. In this course we will introduce the requirements for security in future self-sustaining wireless networks that are defined with native, embedded artificial intelligence (AI) capability, where new security paradigms
Platform security
Max amount of FITech students: 10 Persons without a valid study right to a Finnish university have preference to this course. Course contents Many security courses are about how to design your application and configuration to keep your platform secure. This course is the opposite: what can your platform do to make your application secure,
Introduction to cybersecurity
This is a course with a flexible start. Please note that after submitting the application it will take approximately two weeks to access this course and start studying. Please wait for instructions from the University of Turku. Course contents Learning outcomes After passing the course, the student Course material Lecture videos on the course’s Moodle
Introduction to digital communication and 5G
This is a course with a flexible start. Please note that after submitting the application it will take approximately two weeks to access this course and start studying. Please wait for instructions from the University of Turku. The course presents the basics of digital communication combined with 5G networking operation, its enabling technologies and applications.
Introduction to Internet
Max amount of FITech students: 30 Persons without a valid study right at a Finnish university or university of applied sciences have preference to this course. The course introduces the basic basic concepts, key terminology and design principles, functionality and challenges of the Internet and its architecture. The students are taken through the Internet protocol
Authentication, passwords and applied cryptography
Max amount of FITech students: 30 Persons without a valid study right to a Finnish university have preference to this course. This course will teach the participants technologies and techniques how authentication and crypto is being broken/hacked in practice, and what are practical defence-in-depth approaches. Breaking authentication, passwords and crypto in many cybersecurity situations have
Introductory penetration testing and security assessment
Max amount of FITech students: 30 Persons without a valid study right to a Finnish university have preference to this course. This course will explore foundations of penetration testing and security assessment from a cybersecurity professional perspective. We will explore basic/starting techniques and tools necessary to perform in real world/companies in relation to web security,