2. C.1. Vincent’s Lists
Our friend Sandro created a great list of data mining blogs. The full list contains several dozens of
interesting data mining blogs: http://www.dataminingblog.com/list-of-blogs. He also maintains a list of
analytic people. For a list of top 1,800 data science websites (it will be updated in the next few weeks),
see http://www.analyticbridge.com/forum/topics/top-1800-analytic-websites.
We also maintain a list of resources (books, companies, training, webinars, vendors, etc.) at
DataShaping.com, see http://www.datashaping.com/data_mining.shtml. One of the best, most
comprehensive and up-to-date list is by Gregory at http://www.kdnuggets.com.
Vincent’s Favorite Books
Handbook of Natural Language Processing by Nitin Indurkhya and Fred J. Damerau
Collective Intelligence by Toby Segaran
Handbook of Fitting Statistical Distributions with R by Zaven A. Karian and Edward J. Dudewicz
Statistics for Spatial Data by Noel Cressie
Computer Science Handbook by Allen B. Tucker
Data Mining and Knowledge Discovery Handbook by Oded Maimon and Lior Rokach
Handbook of Computational Statistics by James E. Gentle, Wolfgang Härdle, and Yuichi Mori
Handbook of Statistical Analysis and Data Mining Applications by Robert Nisbet, John Elder, and
Gary Miner
International Encyclopedia of Statistical Science by Miodrag Lovric
The Princeton Companion to Mathematics by Timothy Gowers
Encyclopedia of Machine Learning by Claude Sammut and Geoffrey Webb
The Elements of Statistical Learning by Trevor Hastie, Robert Tibshirani, and Jerome Friedman
Numerical Recipes: The Art of Scientific Computing by William Press, Saul Teukolsky, William
Vetterling, and Brian Flannery
Internal Analyticbridge Resources
News | Polls | Jobs | Help
Data Science e-Book
Analytic Certifications
Courses, Training
Conferences, Webinars
White Papers, Slides
Text Mining Group
Featured Profiles
AnalyticBridge Newsletter
Data Visualization
Big Data
New Books and Journals
Competitions
Think Tank
Tutorials
Salary surveys and trends
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3. SAS and Statistical Programming
SASCommunity.org
SAS-L Mailing List
SAS Google Group
Miscellaneous
Citation List
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4. External Resources
Web Analytics
Web Analytics Association
Avinash's Blog
Statistics
American Statistical Association
Royal Statistical Society
StatSoft Electronic Textbook
Glossary
Stat Links from UCLA
ENBIS
Quant
Portal for the Computational Finance
Financial Intelligence Network
Artificial Intelligence Stock Market Forum
Wilmott
Fisher's Comprehensive Financial Directory
Trading Analytics, conference listing
Futures Industry Association
Data Mining / Engineering
KDNuggets.com
Video Lectures, Interviews
ACM Special Interest Group on Knowledge Discovery and Data Mining
American Association for Artificial Intelligence
The Advanced Computing Systems Association
Association for Computational Linguistics
IEEE International Conference on Data Mining
Data Mining Digest (Blog)
Data Mining Resources by Marcus Zillman
Predictive Markup Modeling Language
Biostatistics
Biospace
MedStats Google Group
Collection of Biostatistics Research Archive
The International Biometric Society
BI, Market Research
Data Warehousing and Business Intelligence Organization
Operations Research
Six Sigma Directory
Institute for Operations Research and Management Sciences
Text Mining
National Center for Text Mining
Text Mining Directory
Tutorials
Online Statistics Handbook
Wolfram Online Mathematical Encyclopedia
Online statistics courses
85