Lecture Notes:

(Accessible for IITG users only)

Introduction   4-Jan
Building Networks   9-Jan
Maths of Networks-I   10-Jan
Maths of Networks - II   11-Jan
Connectivity   16-Jan
Eigenvector & Katz   17-Jan
Pagerank & HITS   23-Jan
Closeness & Betweenness Centrality   24-Jan
Community Detection   25-Jan
Clustering Coefficient   30-Jan
Signed Networks   31-Feb
Homophily   01-Feb
Structure of Networks  
06,07-Feb

Structure of Networks (contd.)   08-Feb
Quiz I (13-Feb)
Random graphs - I  
14-Feb, 15-Feb

RG:small component   16-Feb
RG:path length   19-Feb
Mid-semester
28-Feb

Configuration Model   05-Mar
Conf. Model - Excess degree     06-Mar
Conf. Model - Giant Comp.  
7-Mar

Conf. Model - Giant Comp. (contd.)
Small Comp.
  12,13-Mar
Networks with power law   14-Mar
Price Model   19-Mar
BA Model   20-Mar
Preferentail attachment: Time Evolution   21-Mar
Extension to PA   28-Mar
Modularity Maximization  
02,03-Apr
Assignment Demo   04-Apr
Bisection method   09-Apr
Louvain Algo   10-Apr
Quiz II (16-Apr)
Infomap, Hierarchical  
17,18-Apr
Network Search   23,24-Apr
Assign 2 Sub.   25-Apr
End-semester (03-May)
Summer break starts
06-May to 22-July