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Please recommend some data mining / big data books and resources
I've written software which aggregates data from a bunch of different sources, and I would like to improve my knowledge and understanding of data mining techniques. Please recommend some textbooks and resources which you found useful. Thanks!
- lukecampbell 13y agoWe use this book for statistical models and data mining, combined with econometric models (GMM, 2LS) http://www.amazon.com/Data-Mining-Practical-Techniques-Management/dp/0123748569/ref=sr_1_1?ie=UTF8&qid=1369946131&sr=8-1&keywords=data+mining http://www.amazon.com/Data-Mining-Practical-Techniques-Manag...
- HadiAsiaie 13y agoCheck this website too: https://www.kaggle.com/ https://www.kaggle.com/ They have data mining, Machine learning competitions(possibly with prizes)
- backendguy 13y agoThere's an excellent free book - Minining Massive Datasets - http://infolab.stanford.edu/~ullman/mmds.html http://infolab.stanford.edu/~ullman/mmds.html
- marisaa 13y agoAmazon is good. Liv chat software for Website: http://www.Live2Support.com http://www.Live2Support.com
- shoo 13y agoThe book "Elements of Statistical Learning" can be downloaded as a free PDF : http://www-stat.stanford.edu/~tibs/ElemStatLearn/ http://www-stat.stanford.edu/~tibs/ElemStatLearn/ It does not discuss "big data" but offers a statistical perspective on machine learning / "data mining" techniques.