Opinto-opas

Osaamistavoitteet

The student is able to
- understand the basics of geospatial information and data literacy, including foundational statistical concepts using R
- identify and access available data sources for geospatial analysis and apply essential GIS skills for spatial data interpretation
- apply satellite positioning techniques to enhance geospatial analysis and data accuracy
- evaluate the role of blockchain in supply chain transparency and explain how digital product passports can detail product composition and environmental impact
- utilize artificial intelligence in predictive analytics to optimize resource use, waste management, and energy efficiency
- understand how, especially SDGs 4, 9, 12 & 13, are linked to the course´s themes to promote more sustainable solutions