Tools from additive combinatorics are finding their way into numerous areas of mathematics and applied mathematics, and in particular have been central to recent developments in both random matrix theory and harmonic analysis. The goal of this short course is to understand some of these tools. (If time permits and the audience is willing to pitch in with some talks, we may also cover selected applications.)