Kieli: Englanti
Forests, wood and carbon
Max amount of FITech students: 200 Persons without a valid study right at a Finnish university or university of applied sciences have preference to this course. The course presents the role of wood and forests in the carbon cycle. Basic properties of wood material are covered, as well as processing from forest to different applications.…
Applied mechanics of wood materials
Max amount of FITech students: 200 Persons without a valid study right at a Finnish university or university of applied sciences have preference to this course. Course contents This course covers the basic principles of wood mechanics and the use of wood and wood-based products from the perspective of mechanical behavior. A fundamental overview of…
Wood material science
Max amount of FITech students: 200 Persons without a valid study right at a Finnish university or university of applied sciences have preference to this course. The course dives into the material science of wood, covering topics such as structure and anatomy, wood formation and wood and water interactions. Students will learn how the macroscopic…
Software engineering with large language models
Familiarise yourself with the principles for training and fine-tuning large language models for software engineering tasks. Utilise large language models to assist in program development. Build applications that interact with large language models. Course contents Producing code with large language models, software engineering and software development life cycle, constructing programs with large language models, quality…
Introduction to large language models
This is an introductory course to large language models and after completing the course the student will understand the key principles underlying the large language models and can also engineer prompts to improve output quality. No prior knowledge is needed to complete the course. Course contents Language models, large language models, prompting and prompt engineering,…
Data and decision making
Max amount of FITech students: 10 adult learners The course gives an overview of data-based decision making in an organisational and network driven context, addressing key organisational functions, stakeholders, resources and transactions. An overview of the key smart city processes and support systems is given, from the viewpoint of data-driven planning, execution and improvement for…
Signal processing and time-series analysis
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. Course contents The course covers both traditional signal processing and modern machine learning-based time series analysis. Learning outcomes After the course the students The course also introduces the application…
Chemistry in thermal energy processes: efficiency, materials and circular economy
The courses aims to give a basic understanding of the chemistry involved in ash related problems, material selection, and circular economy aspects relevant for combustion and thermal conversion processes. Course contents Combustion and thermal conversion processes and the challenges associated with these are today more and more related to chemistry. New fuels and feedstocks are…
Digital image processing
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 gives an introduction to digital image processing methods. The emphasis is in various image filtering techniques implemented both in spatial and frequency domains. Also, image compression and…
Control of electric drives and power converters
This course deals with control methods for electric machine drives and grid-connected converters. Some key applications are introduced. Selected control concepts are introduced using an induction motor, interior permanent-magnet motor, and synchronous reluctance motor as example machines. Using analogies to machine drives, control of grid-following and grid-forming converters are also covered. Course contents Learning outcomes…