In spring 2013 I will be teaching CS341: Research Project in Data Mining.
In winter 2013 I am teaching CS246: Mining Massive Datasets.
In fall 2012 I am taught CS224W: Social and Information Network Analysis.
In spring 2012 I taught CS341: Research Project in Data Mining.
In winter 2012 I TAUGHT CS246: Mining Massive Datasets.
In fall 2011 I am teaching CS224W: Social and Information Network Analysis.
In spring 2011 I taught CS341: Research Project in Data Mining.
In winter 2011 I taught CS246: Mining Massive Datasets.
In fall 2010 I taught CS224W: Social and Information Network Analysis.
In winter 2010 quarter I taught CS345a: Data Mining.
In fall 2009 I taught CS322: (Social and Information) Network Analysis, a graduate course on analysis, models and algorithms for large social networks.
I gave a number of tutorials and overview talks about the structure, models and algorithms for large social and information networks, and diffusion of information and viruses in them. Below are videos and slides of some of them.
Below are links to the videos of the talks and slides.
Tutorial on Social Media Analytics.|
Tutorial at the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011.
Dynamics of Large Networks|
CMU Machine Learning Department thesis defense talk, 2008.
22,000 views on Videolectures!
Modeling Social and Information Networks: Opportunities for Machine Learning|
Tutorial at ICML, 2009.
Tools for large graph mining: structure and diffusion|
Tutorial at WWW, 2008.
Tutorial has 4 parts: Statistical properties and models, Diffusion and cascading behavior, Matrix tools for large graphs, and Case studies.
Mining Large Graphs: Models, Diffusion and Case Studies|
Tutorial at ECML/PKDD, 2007.
Tutorial has 3 parts: statistical properties and models of networks, diffusion and cascading behavior, case studies
More than 2,500 views on Videolectures!
Diffusion and Cascading Behavior in Social Networks|
Tutorial at NATO Advanced Study Institute on Mining Massive Data Sets for Security, 2007.