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There's no doubt about it, probability and statistics is an enormous field, encompassing topics from the familiar (like the average) to the complex (regression analysis, correlation coefficients and hypothesis testing to name but a few). If you want to be a great data scientist, you have to know some basic statistics. The following picture shows which statistics topics you must know if you're going to excel in data science.
Read the full article here. For more concepts explained in one picture, follow this link. For articles about statistical and machine learning concepts explained in simple English, from the same author, follow this link. Or to download a book featuring many of these resources, click here (free, but available to DSC members exclusively.)
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