Top 10 Data Mining Sites for Beginners

Here is my version of top 10 data mining sites for beginners in data mining/business intelligence/analytics. Anyway, welcome to the club πŸ™‚

  1. Data Mining Community’s Top Resource (KDnuggets) – great info for software resources, education, jobs etc.
  2. StatSoft Data Mining Techniques – great info for data mining process, concepts, modeling, data warehousing etc. They even have online Statistics textbook that offers training in the understanding and application of statistics.
  3. Statistical Data Mining Tutorials (AutonLab) – compilation of a set of tutorials on many aspects of statistical data mining, including the foundations of probability, the foundations of statistical data analysis, and most of the classic machine learning and data mining algorithms.
  4. Kurt Thearling Data Mining – a great introduction to data mining foundation, including data mining architecture and glossary terms.
  5. The Data Mine – collaborative input using Twiki about data mining and knowledge discovery including exhaustive list of software/tools (free and commercials).
  6. Videolectures on Data Mining – popular video lecture on recent data mining technologies by data mining people.
  7. Video Tutorials (sentimentmining) – an online data mining video tutorials using WEKA for beginners, including how to perform text mining, clustering, neural network and sentiment mining.
  8. Information Management – an up-to-date publication for business intelligence, analytics, integration and data warehousing.
  9. Data Mining and Knowledge Discovery – premier technical journal focused on the theory, techniques and practice for extracting information from large databases.
  10. Wikipedia on Data Mining – last but not least an online encyclopedia on data mining including, background, process and applications of data mining.

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