Seitenhistorie

Versionen im Vergleich

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.

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learning course

Course

Machine Learning by Andrew Ng - Coursera , Stanford University - available on youtube

Websites

Machine Learning Mastery -
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UK Office of National Statistics (ONS) - Fundamental theories in Machine Learning → booking needed? Check with ONS what is the arrangement..
UK Office of National Statistics (ONS) - Statistics for Data Science
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US Bureau of Labor Statistics (BLS) - Autocoder (Github)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

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Statistics Poland - C&C Coding and Classification kick-start tutorial for beginner (by Statistics Poland - available on Google colab)
Fasttext tutorial by Statistics Canada - Fasttext tutorial (available on Github)
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Autocoding class by ameasure - available on Github
TensorFlow tutorial by Hvass Laboratories - available on Github

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Real data

Synthetic data

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