Probability Distributions and their Stories

Given any module that deals with statistics, one basic skill you must have is to be able to program and create plots of probability distributions typically encountered in the field of data science. This tutorial should remind you of various distributions introduced in this section, but now they are phrased using the scipy.stats module.

Discrete distributions

Here, we will explain a series of discrete distributions.

Source: Justin Bois, http://bois.caltech.edu/dist_stories/t3b_probability_stories.html
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