Lately I have been asked quite a few times for Data Mining resources. Therefore I composed a list of books and links I am using. As I haven’t read everything available, I am not saying this is the best list possible; still, I think that each resource mentioned is very valuable.
Books I read:
- Jiawei Han, Micheline Kamber: Data Mining: Concepts and Techniques
- Michael Berry, Gordon Linoff: Mastering Data Mining: The Art and Science of Customer Relationship Management
- Michael Berry, Gordon Linoff: Data Mining Techniques : For Marketing, Sales, and Customer Relationship Management
- Dorian Pyle: Data Preparation for Data Mining
- Dorian Pyle: Business Modeling and Data Mining
- Paolo Guidici: Applied Data Mining : Statistical Methods for Business and Industry
- Usama M. Fayyad, et al: Advances in Knowledge Discovery and Data Mining
- Claude Seidman: Data Mining with Microsoft SQL Server 2000 Technical Reference
- That’s enough for a startJ
Links I am using:
- SQL Server Data Mining – don’t miss this one!
- CRoss Industry Standard Process for Data Mining (CRISP)
- Data Mining, Web Mining and Knowledge Discovery Resources
- DMReview
- Report Portal
- Microsoft Research – search for Data Mining
