Formal Definition
Let (Ω, F, P) be a probability space. One says that an event E in F happens almost surely if P(E) = 1. Equivalently, we can say an event E happens almost surely if the probability of E not occurring is zero.
An alternative definition from a measure theoretic-perspective is that (since P is a measure over Ω) E happens almost surely if E = Ω almost everywhere.
Read more about this topic: Almost Surely
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