Jensen's inequality

Jensens's inequality provides a relation for the interchange of a convex function and expectation over a random variable. Given a random variable $X$ the relation is as follows

$$ f(E[X]) \le E[f(X)]$$

Where $f$ is a convex function and $E$ denotes the expected value.