Sisältöhaku

Provisional lecture topics 1 Tues 7 Sept Indian and Environment – Native resource usages past and present 2 Tues 14 Sept From Smallpox to Dutch Elm Disease – An ecological history of colonization 3 Tues 21 Sept Sacred Journeys – Religion and migration, Pilgrims, Mormons and modern cults 4 Tues 28 Sept Savages One and All – Indian violence as viewed by European-Americans; Shunning the Civilized World – Preferring Indian country 5 Tues 5 Oct South of the Rio Grande – A history of Mexican–Americ...

682404S:4

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 science methods is key for successful personalized persuasive systems design. This course will cover supervised learning and reinforcement learning (multi-armed bandit problems), and it will explore rece...

816616J

Kevään 2022 toteutus Laajuus: 5 op / 133 tuntia opiskelijan työtä Opetuskieli: suomi Ajoitus: Opintojakso järjestetään kevätlukukaudella, periodilla 4. Suositeltava suoritusajankohta opintojaksolle on kandiopintojen 1. vuosi. Osaamistavoitteet: Kurssin suoritettuaan opiskelija osaa * kuvailla mallintamisen yleiset periaatteet, * kuvailla mallintamisen merkityksen tietojärjestelmien suunnittelussa, * käyttää erilaisia mallintamismenetelmiä kuvaamaan ja suunnittelemaan tietojärjestelmiä eri näk...

812360A:2

Introduction to the concepts of Software Defined Networking (SDN): the OpenFlow based SDN architecture, SDN control plane and data plane (OpenFlow switches), Software Defined Monitoring, SDN and Network Function Virtualization (NFV) integration in cellular systems. Introduction to Multi-Access Edge computing (MEC), and the use cases of MEC in 5G, and MEC-IoT integration. Introduction to queueing theory and queueing systems and application of queueing theory to model software defined mobile ne...

521377S:3

521244S-3001 Special Course in Information Technology 12 - Modern Cryptography Basic paradigms and principles of modern cryptography and essential contemporary security concepts based on probability, formal definitions, precise assumptions and rigorous proofs of security. Symmetric cryptography: pseudorandom generators. symmetric encryption, message authentication codes, cryptographic hash functions. Public-key cryptography: key exchange, public-key encryption, digital signatures. Distributed...

521244S:1

The course provides knowledge on use of various model organisms, basic information about embryology and early developmental mechanisms and signaling molecules. Introduces detailed description of development of few organ systems and provides knowledge about classical and novel study techniques to discover new developmental ques. This year, due to Covid-19 and limited space in our laboratories, the practical part will be limited to the learning diary along the lectures and a written essay on a ...

DevBiol_1

This is an advanced course targeted at Master's and Doctoral students who have knowledge of wireless communications, protocols and computer networks. Lectures: 9-18.5.2022

521198S

Varies yearly based on actual topics in telecommunications and radio engineering. Lectures and/or exercises and/or design exercise and/or seminars depending on the topic of the year. The start and implementation of the course will be informed separately. The course can be given several times with different contents during the academic year and it can be included into the degree several times.

521318S

Communications architecture in mobile, wireless local area and personal area networks. Introduction to cloud and edge computing, network function virtualization and software defined networking. Basic principles of mobility management, network security, network management and orchestration. The goal is to present the basics of the modern communications architectures, and their technical implementation.

521340S:1

Yhteinen Moodle-alusta kursseille TF00BN80-3015, 3016 ja 3017

TF00BN80-3015