1. Conditioning Reduces Entropy

$$h(X)\ge h(X|Y)$$with equality if $X\perp \!\!\! \perp Y$.

2. Data Processing Inequality

For continuous RVs $X,Y,Z$ such that $X\to Y\to Z$, $$I(X;Y)\ge I(X;Z)$$