You can download the lectures here. We will try to upload lectures prior to their corresponding classes. Introduction to networks (complex, brain, social, …) [slides] Graph Theory [slides] [Eigen value and Eigen vector Video] Linear Algebra on Graph [slides] Network Metrics [slides] Centrality [slides] PageRank&HITS [slides] Motif, Isomorphism, Graphlets [slides] Community Detection & Clustering [slides] [video] Graph Modeling [slides] Spectral Clustering [slides] Cascade Diffusion [slides] Epidemic Models [slides] recsysP1 [slides] RecSysP2 [slides] Link Prediction [slides] GNN [slides] KG [slides]
