Here we will visualize, in Python, a few important distributions that commonly appear in science and statistics. A more exhaustive list of statistical distributions can be found in the stats module of SciPy.

At the end of this IPython Notebook we will demonstrate what is arguably the most famous and profound theorem in statistics: the Central Limit Theorem.