Comment
- Intended purpose: some materials linked to ONS training sites, UN Global Platform, etc. If there is going to be a training conducted under umbrella of HLG-MOS, it can included here too.
Machine learning
Course
- Machine Learning by Andrew Ng, Stanford University - available on youtube
Websites
- Machine Learning Mastery - https://machinelearningmastery.com/start-here/
Book
- 'The Elements of Statistical Learning: Data mining, Inference and Prediction', Trevor Hastie, Robert Tibshirani and Jerome H. Friedman (2009) - available online
'An Introduction to Statistical Learning with Applications in R', Gareth James, Daniela Witten, Trevor Hastie and Robert Tibshirani (2013) - available online
Python tutorial
- Coding and Classification kick-start tutorial for beginner by Statistics Poland - available on Google colab
- Fasttext tutorial by Statistics Canada - available on Github
- Autocoding class by ameasure - available on Github
- TensorFlow tutorial by Hvass Laboratories - available on Github
Datasets
Real data
- ECOICOP data by Statistics Poland - available on Github
- Energy Balance Dataset by Belgium VITO - available on Zenodo
Überblick
Community Forums
Inhalte
ThemeBuilder