Causal Inference & Directed GraphsExplores causal inference, directed graphs, and fairness in algorithms, emphasizing conditional independence and the implications of DAGs.
Shortest Path in Directed GraphsCovers finding the shortest path in directed graphs efficiently using algorithmic approaches and discussing related NP-complete problems.
Introduction to Shortest PathIntroduces the concept of shortest path, discussing weighted paths, Hamiltonian paths, and path optimization algorithms.
