Connected World: Mathematics Behind Social and Data Networks
Spectral Graph Theory studies the relationship between the structure of a graph and the eigenvalues and eigenvectors of matrices associated with the graph such as adjacency matrix and Laplacian matrix. It is widely used in network analysis, data science, clustering, connectivity analysis and optimisation problems.
Area of Exposure: Spectral Graph Theory, Network analysis