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Entropy as a measure of surprise
This post describes how the concept of entropy in statistics can be related to a well-defined notion of surprise, and how this can make entropy more intuitive.
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Random weighted sampling in a hurry
How to choose a random element using weighted sampling.
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Bayesian statistics for confused data scientists
A gentle introduction to Bayesian statistics for data scientists who, like me, are confused by it.