Artificial Intelligence: Concepts, Challenges, and Opportunities

15.9.2026 - 19.11.2026

5 op

Verkossa

What is AI, manifestation of AI, algorithmic thinking, searching techniques for problem solving, searching strategies, propositional logic: representation and inference, probability theory and Bayesian concepts, concepts and review of machine learning algorithms, game theory and decision making, applications of AI in Computer vision and robotics, NLP workflow: text mining, word embedding, skip-grams, cbow, programming tools: Jupyter and Spyder, basic programming structures. basic data structures and knowledge representation, Keras and applications, Scikit learn, Orange data management tool, ethical and societal challenges, broad collection of ethical challenges, categories of ethical challenges of AI

Sisältää

Tarkista sinulta vaadittavat suoritukset oppilaitoksen sivuilta.

Ei aktiivisia toteutuksia tällä hetkellä.

Lisätiedot ja ilmoittautuminen

Hinta ja ilmoittautumisaika: Tarkista tieto korkeakoulun sivuilta

Siirry korkeakoulun sivuille(Avautuu uuteen välilehteen)

Tarkentavat tiedot:

Koulutusalat

Tekniikan alat

Laajuus

5 op

Koodi

ICAT1100

After completing the course, the student is able to:

Define and explain various artificial intelligence (AI) concepts, challenges, and opportunities: e.g., problem-solving, knowledge representation, machine learning, decision-making, natural language processing, and expert systems.
Explain fundamental algorithms and the related mathematical and programming concepts of AI,
List applications of AI in various fields,
Use AI software or tools for specific purposes, and
Recognize ethical problems related to AI and to suggest constructive solutions to those.

Järjestäjä

Vaasan yliopisto

Yhteystiedot

avoinyo@uwasa.fi

029 449 8004

Kuuluu teemoihin:

Uudet teknologiat

Tiedot ja toiminnallisuudet