Convergence in Distribution

The next fundamental notion of convergence after almost-sure convergence is convergence in distribution, and the main result there is the central limit theorem, the heart of statistics, which is the art of assessing probability models (is this coin fair?). Although these notions are linked in various ways, they are fundamentally different.