Network Science

Course topics

  • Introduction
  • Theory of graphs and complex networks
  • Random graphs
  • Software for graph analysis
  • Property of no scale
  • Barabasi-Albert Model
  • Evolutionary models of networks
  • The importance of nodes
  • The notion of centrality
  • Stability and vulnerability of networks to accidental crashes and targeted attacks
  • Tasks of finding clusters
  • Modularity
  • Processes on networks
  • The spread of viruses and ideas, the model of thinking in society

Prerequisites