Causal Inference & Directed GraphsExplores causal inference, directed graphs, and fairness in algorithms, emphasizing conditional independence and the implications of DAGs.
DFS Continuation: Topological SortCovers topics like DFS output, edge classification, acyclic graphs, correctness, time analysis, SCCs, and the Topological Sort algorithm.
Cayley GraphsCovers Cayley graphs, generators, group examples, and graph structures.
Handling Network DataExplores handling network data, including types of graphs, real-world network properties, and node importance measurement.