Lectures (Social and technological networks)

Topic 1 : Introduction

Topic 2 : Basics and Random graphs

Topic 3 : Basics and Random Graphs Continued

Topic 4 : Power law networks

Topic 4 : Metrics and expansion

Topic 5 : Strong and weak ties

Topic 6 : Community Detection

Topic 7 : Web graphs and Ranking pages

Topic 8 : Spectral analysis of ranking algorithms

Topic 9 : Spectral graph theory

Topic 8 : Cascades

Topic 9 : Influence maximisation (submodular optimisation)

Topic 10 : Epidemics

Topic 11 : Small world networks

Topic 12: Network Robustness

Topic 13: Final discussion