Topological Hochschild homology and topological cyclic homology are important and much studied approximations to algebraic K-theory. In this series of lectures I will survey various approaches to constructing and computing these remarkable invariants, from the original methods of Bökstedt and of Bökstedt-Hsiang-Madsen to the infinity-category theoretic methods of Nikolaus-Scholze.