The Data Mining Forum                             open-source data mining software data mining conferences Data Science for Social and Behavioral Analytics DSSBA 2022 data science journal
IMPORTANT: This is the old Data Mining forum.
I keep it online so that you can read the old messages.

Please post your new messages in the new forum: https://forum2.philippe-fournier-viger.com/index.php
 
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.

Options: ReplyQuote
Re: Free data mining book: "Mining massive datasets"
Posted by: Naser
Date: July 26, 2012 05:36PM

Hi.
Thanks so much.

Options: ReplyQuote
Re: Free data mining book: "Mining massive datasets"
Posted by: Alex
Date: September 11, 2012 05:18PM

Thanks. Great book.

AL

Options: ReplyQuote
Re: Free data mining book: "Mining massive datasets"
Posted by: Dvijesh88
Date: December 06, 2012 07:23AM

Thanks dear

can you say the latest topic or hot topic for the data mining?

Options: ReplyQuote


This forum is powered by Phorum and provided by P. Fournier-Viger (© 2012).
Terms of use.