Course Summary Networks are ubiquitous in the modern era, be they social media networks such as Facebook and Twitter, transportation networks formed by aerial or ground routes, political networks observed through blogs and opinions, energy dispatch networks formed between end-users and generators, or meta-networks observed in ???inter-dependent??? data such as World Wide Web or biological protein