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Näytä opetustapahtumat
5213233 Artificial Intelligence and Circular Economy, 6 op 
Tunniste 5213233  Voimassaolo 25.02.2021 -
Nimi Artificial Intelligence and Circular Economy  Lyhenne AICE 
Laajuus6 op  Vanhenemisaika  
TyyppiAineopinnot Oppiaine0324 Liiketaloustiede 
LajiOpintojakso  Tuntimäärä  
Opinto-oikeus   Arvostelu0-5 
Suositeltu suoritusaika 
   
Vastuuyksikkö Kauppatieteet, Kuopio (K) 

Kuvaus:
Osaamistavoitteet 

The student can:

define sustainable business and circular economy, identify the important role of digitalization to the transition of a circular economy, list and name the benefits of shifting from a linear to a circular economy.

describe what are Artificial Intelligence (AI) and Machine Learning (ML), classify different ML algorithms, explain the basic principles of each algorithm, express the advantages of AI and ML.

apply the ML algorithms in practice with software, predict the results with given data package, demonstrate the given successful cases of AI applications in circular economy, interpret and illustrate how AI can be used in sustainable business to advance the transition of a circular economy.

 
Sisältö 

Artificial Intelligence. Advantages of Machine Learning. Principles of Machine Learning algorithms. Definition of sustainable business. Transition of a circular economy. Circular design, circular production process, circular business model. Role of digital circular economy.

 
Suoritustavat 

Lectures course 24 h, group study and presentation 8h, independent study 130 h.

 
Toteutustavat 

Online course

 
Oppimateriaalit 

Materials handed out during contact teaching

 
Arvosteluperusteet 

Presentation 50 %, assignment 50 %, 0-5

 
Tarjontatieto 

Priority to the Bachelor’s Degree students of Management and Marketing, exchange students in Business School, Minor Degree students of Sustainable Business and Society

 
Avainsanat 

Artificial Intelligence; Machine Learning; Machine Learning algorithms; sustainable business; circular economy; circular design, circular production process, circular business model; digital circular economy; strategy and renewal

 
Kampus 

Kuopio

 
Lisätietoja 

No compulsory attendance, but it is recommended to attend the full class.

Teaching language: English

 


Kirjainlyhenne opetustapahtuman nimen edessä tarkoittaa kampusta, jolla opetus tai tentti järjestetään: J = Joensuu, K = Kuopio.

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