Prim's algorithm is a greedy algorithm that finds a minimum spanning tree in a weighted graph. It works by iteratively adding the lowest weight edge that connects an isolated vertex to the growing spanning tree. The algorithm starts with a single vertex and adds the lowest cost edge that extends the tree until all vertices are connected. The document provides an example of applying Prim's algorithm to find the minimum spanning tree of a weighted graph.