- 2012 Autumn/Monsoon (Aug - Dec)
Content: This reading course covers topics such as
• finding similar items in a large corpus,
• link analysis (HITS, PageRank),
• frequent itemset mining,
• collaborative filtering.
References: The course follows the book:
“Mining of Massive Datasets,” A. Rajaraman and J. D. Ullman, Cambridge University Press, 2012,
and some related recent research papers.
Prerequisites: Undergraduate probability