Student Type: Degree student
Introduction to machine learning
Max amount of FITech students: 15 (the course is full) Persons without a valid study right to a Finnish university have preference to this course. Learn the basics of machine learning theory and learn to apply it to real-life problems! The course has a short prerequisite knowledge test – available on the course website –…
Internet protocols
Max amount of FITech students: 10 Course contents The course focuses on the core Internet protocols and algorithms. Internet Protocol (IPv4 and IPv6) and related core protocols and mechanisms, congestion control, routing in the Internet, multicasting and multicast routing, support for host mobility, and multimedia networking and Quality of Service support in the Internet. Learning…
Distributed systems
Max amount of FITech students: 15 Persons without a valid study right to a Finnish university have preference to this course. During the course, students learn essential motivations and solution techniques for distributed systems. Course contents On a more detailed level, we discuss about the basic distributed system techniques, including architectures, processes, communication, naming, modelling,…
Cryptography in networking
Max amount of FITech students: 15 Persons without a valid study right to a Finnish university have preference to this course. Course contents Learning outcomes The student learns the most important cryptographic concepts and relevant mechanisms that are used in realizing those concepts. Examples of these concepts are symmetric ciphers, public-key encryption, digital signatures, message…
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…
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…
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…