Lecture Notes:

(Accessible for IITG users only)

Introduction   2-Jan
Building Networks   3-Jan
Maths of Networks-I   6-Jan
Maths of Networks - II   09-Jan
Connectivity   10-Jan
Eigenvector & Katz   13-Jan
Pagerank & HITS   17-Jan
Closeness & Betweenness Centrality   20-Jan
Community Detection  
Clustering Coefficient  
Signed Networks  
Homophily  
Structure of Networks  
Structure of Networks (contd.)  
Quiz I (10-Feb)
Random graphs  
RG:small component  
RG:path length  
Mid-semester

Configuration Model  
Conf. Model - Excess degree    
Conf. Model - Giant Comp.  
Conf. Model - Giant Comp. (contd.)
Small Comp.
 
Networks with power law  
Price Model  
BA Model  
Preferentail attachment: Time Evolution  
Extension to PA  
Modularity Maximization  


Extension to PA  
Modularity Maximization  


Bisection method  
Louvain Algo  
Quiz II (7-Apr)
Infomap, Hierarchical  

Network Search  
End-semester
Summer break starts
05-May to 21-July