Boole's Inequality

$$P\left({\,\bigcup_{i=1}^N E_i}\right)\leq \sum_{i=1}^N P(E_i).$$

If $E_i$ and $E_j$ are Mutually Exclusive for all $i$ and $j$, then the Inequality becomes an equality.