Free data mining book: "Mining massive datasets"
Date: July 06, 2012 07:10PM
Hi everyone,
I just want to share this link with you. It is a free book about data mining that you can download for free.
The content is:
Chapter 1 Data Mining
Chapter 2 Large-Scale File Systems and Map-Reduce <== This chapter look interesting. Large scale data mining is a very popular topic now.
Chapter 3 Finding Similar Items
Chapter 4 Mining Data Streams
Chapter 5 Link Analysis
Chapter 6 Frequent Itemsets <=== There is a chapter about itemsets mining. I just checked quickly. It talks about Apriori and some less famous algorithms like PCY and SON that I had never heard of. But this chapter is long and there is probably many things to learn. But the references for this chapter are old [1993-1996].
Chapter 7 Clustering
Chapter 8 Advertising on the Web
Chapter 9 Recommendation Systems <== This is another popular topic now.
The webpage for downloading is: http://infolab.stanford.edu/~ullman/mmds.html
Best,
Philippe
Edited 3 time(s). Last edit at 07/07/2012 05:15AM by webmasterphilfv.