Course Material
Lecture Material
- Lecture 1: Introduction and Course overview
- Lecture 2: Collecting, Presenting, and Visualizing Networks
- Lecture 3: Paths, Small World and Connectivity
- Lecture 4: Clustering Coefficient and Network Models
- Lecture 5: Affiliation Networks
- Lecture 6: Centrality and Application
- Lecture 7/8: Preparing Research Project with Q&A Session
- Lecture 9: Temporal Networks
- Lecture 10: Local Community Detection
- Lecture 11: Global Community Detection
- Lecture 12: Network Visualization
- Lecture 13: Diffusion in Networks
- Lecture 14: Student Presentations
- Lecture 15: Writing up Research Report
Lab Material
Please note, we will use Github for all homeworks.
- Lab 1/Homework 1
- Lab 2/Homework 2
- Lab 3/Homework 3
- Lab 4/Homework 4
- Lab 5/Homework 5
- Homework 6
Reading List
- D. Easley, J. Kleinberg. Networks, Crowds, and Markets: Reasoning About a Highly Connected World. Cambridge University Press, 2010.
- M. Newmann. Networks. Oxford University Press. April 2010.
Additional Readings per will be provided.
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