Introduction to Network Science

Submitted by ChaTo on Sun, 2018/10/14 - 12:09

This trimester I'm giving for the first time a course on Introduction to Network Science for the undergraduate studies on Data Science at Universitat Pompeu Fabra.

Why studying networks
Basics concepts of graph theory
Random networks
Scale-free networks
Preferential attachment
Link formation mechanisms
Homophily and assortativity
Hubs and authorities
PageRank
Link-based centrality
Network flows
Dense sub-graphs
Hierarchical clustering
Spreading phenomena

All the materials of the course are available on GitHub: https://chatox.github.io/networks-science-course/

Castellano