Chevalley groups are a class of groups constructed from simple Lie algebras over arbitrary fields, providing a way to define analogs of classical groups over finite fields. They play a crucial role in the classification of finite simple groups and have applications in various areas of mathematics, including algebraic geometry and number theory.