# Materials of CSC geoinformatics courses, webinars and workshops

## Geocomputing in the CSC computing environment

* [Geocomputing on supercomputers](https://e-learn.csc.fi/course/view.php?id=116) Kylli Ek, Katri Tegel, Iida Hakulinen, Eetu Huusko, Ari-Matti Saren / CSC, 2-day course, 2025.
* [Geocomputing in Puhti supercomputer](http://youtu.be/PrgMFna3DKw), Johannes Nyman / CSC, webinar, 2020. [Slides](https://webinars.a3s.fi/2020-puhti-for-gis.pdf 'https://csc-guide-preview.rahtiapp.fi/origin/ktiits-gis-events/support/training-material/geocomputing-learning-materials/')
* [Using CSC's cloud services cPouta and Rahti for GIS](http://youtu.be/8szDsp_33lU), Eduardo Gonzalez /CSC, webinar, 2019. [Slides](https://webinars.a3s.fi/2019-04-24-webinar-csc-cloud-services-for-gis.pdf 'cPouta and Rahti for GIS webinar slides')  
* [Allas and Geospatial data](http://youtu.be/mnFXe2-dJ_g), Johannes Nyman / CSC, webinar, 2020. [Slides](https://webinars.a3s.fi/2020-allas-geospatial-data.pdf 'Allas and Geospatial data webinar slides')
  
## Application specific courses

* [Practical machine learning for spatial data](https://e-learn.csc.fi/course/view.php?id=121) Iida Hakulinen, Kylli Ek, Mats Sjöberg, Shanshan Wang / CSC, 3-days course, 2025.  
* [STAC - how to find and use spatiotemporal data easily?](https://gis-workshops.a3s.fi/2025-03-11-stac-workshop.pdf), Kylli Ek / CSC, half-day workshop, 2025.
* [Introduction to Python GIS](https://e-learn.csc.fi/course/view.php?id=122), Kamyar Hasanzadeh / HY, Samantha Wittke / CSC, 3-days course, 2024. Available also as self-learning in [Noppe](https://noppe.csc.fi) with HAKA, VIRTU or CSC account. 
* [Spatial data analysis with R](https://e-learn.csc.fi/course/view.php?id=120), Marko Kallio / Aalto university, 3-days course, 2023. Available also as self-learning in [Noppe](https://noppe.csc.fi) with HAKA, VIRTU or CSC account. 
* [PyQGIS: expanding QGIS’s functionality with Python](https://github.com/csc-training/pyqgis), Tatu Leppämäki / University of Helsinki, 1-day course, 2021.

!!! default "Geocomputing seminars"
    See also the materials of [Geocomputing seminars](geocomputing-seminars.md) organized by CSC.
