Law Of Large Numbers, Central Limit Theorem, Normal Distribution, Random Variable, Jacob Bernoulli.
method of Least Squares estimation, in Maximum Likelihood estimation, in Bayesian inference, in the analysis of time series models — no matter what area of statistics you are mucking around in, you’ll soon notice that there some form of the CLT at work. And everywhere you run into it you can use it