A Program Dependence Graph (PDG) is a representation of a program that makes explicit both the data and control dependencies between operations, allowing for more efficient analysis and optimization. By visualizing these dependencies, PDGs facilitate tasks like parallelization, debugging, and program slicing, improving the overall understanding and manipulation of the code structure.