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Etusivu > Ajankohtaiset koulutukset > Web-teknologioiden ja IoT -ratkaisujen täydennyskoulutus (H2C) > 2020 > Vuosi 1 > Fundamentals of AI (H2C1105)

Fundamentals of AI

Rakennetyyppi: Opintojakso
Koodi: H2C1105
OPS: H2C 2020
Taso: Täydennyskoulutus yms.
Opiskeluvuosi: 1 (2020-2021)
Lukukausi: Kevät
Laajuus: 3 op
Vastuuopettaja: Salonen, Klaus
Opetuskieli: Englanti

Toteutukset lukuvuonna 2020-2021

Tot.Ryhmä(t)OpiskeluaikaOpettaja(t)KieliIlmoittautuminen
3001H2C-2013.11.2020 – 19.12.2020Kenneth Norrgård, Klaus SalonenEnglanti10.8.2020 – 31.8.2020

Osaamistavoitteet

After the course the student will be familiar with the concepts of Artificial Intelligence (AI), Machine learning (ML), and Artificial Neural Networks (ANN). The student will also understand the workflow from problem to solution using data, selecting algorithms and creating predictive models with tools such as Tensorflow, Theano, and Scikit-learn. An introduction to Python programming language is included.

Opiskelijan työmäärä

A total of 81h split up evenly on weekly activities.

Edeltävät opinnot / Suositellut valinnaiset opinnot

For Python some basic programming skill or at least a rudimentary understanding is helpful but not mandatory. For AI an understanding of Python and statistical methods is helpful but not mandatory.

Aluevaikuttavuus

The demand for AI fluent individuals is high regionally, nationally, and internationally. The gap between demand and supply of qualified personel is also increasing and therefore the impact of this course is high especially for regional companies.

Kansainvälisyys

The demand for qualified personel is for the foreseeable future on the rise regionally, nationally, and internationally.

Opetusmuoto / Opetusmenetelmät

This is an online course with selected hand-picked courses for personal use and with the possibility to do some hands-on, unsupervised exercises. There are no on-campus lectures for this course.

Arviointimenetelmät

Quizzes.


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