Machine Learning for Official Statistics
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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. 
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  • Machine learning is widely used in many areas and there is not lack of resources if one wants to learn 
  • This wiki page contains few of introductory resources produced or recommended by HLG-MOS ML project team
  • These resources are all freely available on open platform
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Machine learning 

Course

Websites

Blog

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



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Python tutorial

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Datasets

Real data

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