Imagine you toss a coin ten times and get nine heads. Is the coin fair, or is it biased? Hypothesis testing gives us a clear way to decide — not just for coins, but for real‑world questions, like whether average wages have changed or whether a new policy actually works. This chapter shows you how to turn raw data into a decision, while also measuring how sure you can be about that decision.