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This was asked in Google Interview: https://www.glassdoor.com/Interview/Explain-a-probability-distribution-that-is-not-normal-and-how-to-apply-that-QTN_1812014.htm
Some examples: http://www.statisticshowto.com/probability-and-statistics/non-normal-distributions/
Common Probability distributions cheatsheet: https://blog.cloudera.com/blog/2015/12/common-probability-distributions-the-data-scientists-crib-sheet/
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