Several classification problems in algebraic geometry exist for which useful online databases are available, describing the invariants and properties of the objects being classified. I will give a (biased) survey of some of these. To compute these invariants and extend the existing classifications, computational tools are often helpful. I will discuss how linear algebra and representation theory are two sources of handy and powerful computational tools that play a role in these classifications.