This lecture covers Dijkstra's algorithm and its application to the all-pairs shortest path problem. It explains the stages of the algorithm, including the Bellman Ford stage, and the minimum cost paths. The complexity of Dijkstra's algorithm is discussed, along with scenarios involving negative edges and the comparison with the Bellman Ford algorithm.