Kieli: Englanti
Computer vision
Max amount of FITech students: 15 Persons without a valid study right at a Finnish university or university of applied sciences have preference to this course. Mastering the prerequisite skills is very important in order to complete this course. The course will give the theoretical background as well as practical experience of computer vision. Course…
Web software development
This free online course will teach you what web applications are, how they function, and how to build them with JavaScript and Deno, a modern runtime from the developers of Node. The focus in the course is on designing, implementing, and testing server-side web applications. Along the way, you’ll also learn to deploy applications to…
SOA and cloud computing
Max amount of FITech students: 15 adult learners Service Oriented Architecture (SOA) is an architectural approach to organize and manage various processes where components work seamlessly with each other. From the software engineering point of view, SOA an architectural pattern in computer software design in which reusable well-defined application components provide services to other components…
Industrial value creation
The goal of the course is to provide an overview of the changing premises for value creation on industrial markets and the various means to create, deliver and capture value based on these premises. We use the business model concept to understand how industrial companies can meet changing demands, contribute to and cease new opportunities…
Market analysis
The overarching aim of the course is to broaden your understanding of what markets are, and how firms and other actors create, shape, and engage with markets, particularly in international business environments. During the course, you will learn Key concepts covered in the course include the making and shaping of product and service markets, market…
Modern wireless communications and applications
Check out this short introductory video clip of the course! Wireless communication has progressed exponentially in all dimensions during the last decade. We are now quite close to the ultimate limit of the information transfer rate which is known by Shannon capacity. Telecommunication becomes part of almost all branches of technical and nontechnical life. Besides…
Applied signal processing
Max amount of FITech students: 20 adult learners Course contents After completing the course the student can The course develops oral skills (presentation, peer review, English) and IT skills (Matlab, M language). Teaching methods The course is organised as independent studies with a given schedule, with some flexibility. Each week the student studies one topic,…
Applied machine learning
Max amount of FITech students: 25 adult learners This course provides an insight into the implementation of machine learning for applications. The course covers methods needed for data analysis from reading and cleaning the data, imputation of missing values, extracting features and application of machine learning methods to develop an optimised pipeline leading from data…
Security engineering
This course addresses security topics in practical systems. The course covers multiple topics causing security vulnerabilities in practical systems. Topics cover a wide range of potential issues from physical protection to security evaluation. Course contents After the completion of the course the student is able to Course material Completion method Weekly schedule for lectures and…
P2P systems and blockchain technologies
This course is concentrated on peer-to-peer and blockchain technologies, their technical details and use-cases appearing on the market. The core contents include the following: Basic building blocks of P2P systems Blockchain technologies Course material Lecture and other recordings as well as other materials like lecture notes, example problems etc available on the course platform. Completion…