matplotlib and advanced probability concepts after going through some of the simpler concepts of statistics and probability in the previous we're now going to turn our attention to some more advanced topics that you'll need to be familiar with to get the most out of the remainder of this book don' worrythey're not too complicated first of alllet' have some fun and look at some of the amazing graphing capabilities of the nbuqmpumjc library we'll be covering the following topics in this using the nbuqmpumjc package to plot graphs understanding covariance and correlation to determine the relationship between data understanding conditional probability with examples understanding bayestheorem and its importance