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This article was originally published as 40 Techniques Used by Data Scientists, but we have now added 5 more:

When you click on any of the 45 links (only the 5 most recent ones are shown above) , you will find a selection of articles related to the entry in question -- regression, clustering, decision trees, naive Bayes, neural networks, SVM, and many more. We invite you to add you own techniques (I am sure I have missed some), including articles worth sharing about these techniques. Click here to read the original article and post your comments. 

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