Lecturer: Dr. Deniz Eroğlu

The course is designed to benefit students of complex systems to learn basic network theory concepts. The course provides an eminently valuable introduction to the study of network theory, spectral properties of networks, random network models, processes on networks and their real-world applications. The material covered in this subject is intended to provide you with the mathematical tools and understanding of complex networks.

Topics covered: Mathematics of networks, algebraic concepts in network theory, spectra of network representing matrices, degree distribution, clustering coefficients, centrality measures, random network models, real-world networks, processes on networks