/Network-Science-Lectures

Network Science, Complex Networks

Primary LanguageJupyter NotebookMIT LicenseMIT

Network Science

License: MIT

In this repository, I share some of the Jupyter notebooks I use in the Network Science class I offer under the Asian Institute of Management's MSc. in Data Science program where Network Science is a core data science course.

Table of Contents

  1. Intro to Network Analysis
  2. Intro to Network Models
  3. Exploring Network Vulnerability and Robustness with Centrality Measures
  4. Community Detection in Complex Networks
  5. Target and Attack in Complex Networks
  6. Application: Information Flow
  7. Application: Social Distancing (An Elementary Model)