A Directed Acyclic Graph (DAG) is a finite graph with directed edges and no cycles, meaning there is no way to start at any vertex and return to it by following the directed edges. DAGs are crucial in various fields such as computer science and data processing for representing structures with dependencies, like task scheduling, version control, and data workflows.