Sisältöhaku
North American History (autumn 2021)
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
Machine Learning and Persuasive Systems Design
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
Tietojärjestelmien mallintaminen, suunnittelu ja kehitys
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
Business Marketing in Networks 2024
Welcome to the course “Business Marketing in Networks”! The course will be organized online following a flipped classroom model and blended approach, which means that except for the introduction lecture on 9.1.2024, the first half of the course (9.1.-4.2.2024) includes independent online studies in Moodle where you study the course materials and accomplish pre-determined learning tasks. Then, from 5th February onward, there will be contact lectures where discussions, group works, case exercis...
721469S:3
Business development for researchers 2021
Learning outcomes: The participating doctoral students familiarize with basic business concepts and theories applicable for business-oriented researchers. On successful completion of the course, doctoral students understand the business development process from establishment to a launch and development of a sustainable business. The students are able to identify basic business processes in practice. CONTENTS: The course focuses on the basic concepts of early stage business development includi...
920030J
Building Change Through Entrepreneurship 724812P
COURSE DESCRIPTION This course focuses on entrepreneurship, where the students are introduced to key aspects of starting a business in a step-by-step manner, along with offering specific insights to practicalities at each stage. The course covers the following themes via lectures slides, audio insights, and student self-learning by reading relevant materials, in a systematic manner. Introduction to Entrepreneurship Recognizing Opportunities and Generating Ideas Feasibility Analysis Industry a...
724812P_Spring_2022
Communications Networks II / Tietoliikenneverkot II 2019-08-19 / 2025-12-19
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
Modern Cryptography 2022
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
Entrepreneurship k2022 3057
The student shall know the main definitions and contents, know the main contents of the entrepreneurship processes: from business idea to new venture creation. The student is able to scan, recognize and model and also to evaluate business opportunities, especially in his/her own field. The student has the knowledge to build support networks for new venture creation. The student explores information of the entrepreneur as a career.
YY00BH04-3057
Human Resource Management (2022) 2022-03-15 / 2022-06-25
LEARNING OUTCOMES Upon completion of the course, the student will be able to: * understand the key concepts of human resource management * utilise methods in analysing and planning of human resource practices in organisations * participate in human resource practices planning and implementation in organisations * apply PCMM (People Capability Maturity Model) frameworks * know the basic Finnish laws, bylaws and trade agreements in the area of human resource management CONTENT Organisational ca...
555371S-3002