top | item 5794203 Please recommend some data mining / big data books and resources 7 points| reefoctopus | 13 years ago | reply 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! 5 comments order hn newest [+] [-] lukecampbell|13 years ago|reply We use this book for statistical models and data mining, combined with econometric models (GMM, 2LS)http://www.amazon.com/Data-Mining-Practical-Techniques-Manag... [+] [-] shoo|13 years ago|reply The book "Elements of Statistical Learning" can be downloaded as a free PDF : http://www-stat.stanford.edu/~tibs/ElemStatLearn/It does not discuss "big data" but offers a statistical perspective on machine learning / "data mining" techniques. [+] [-] backendguy|13 years ago|reply There's an excellent free book - Minining Massive Datasets - http://infolab.stanford.edu/~ullman/mmds.html [+] [-] HadiAsiaie|13 years ago|reply Check this website too: https://www.kaggle.com/ They have data mining, Machine learning competitions(possibly with prizes) [+] [-] marisaa|13 years ago|reply Amazon is good.Liv chat software for Website: http://www.Live2Support.com
[+] [-] lukecampbell|13 years ago|reply We use this book for statistical models and data mining, combined with econometric models (GMM, 2LS)http://www.amazon.com/Data-Mining-Practical-Techniques-Manag...
[+] [-] shoo|13 years ago|reply The book "Elements of Statistical Learning" can be downloaded as a free PDF : http://www-stat.stanford.edu/~tibs/ElemStatLearn/It does not discuss "big data" but offers a statistical perspective on machine learning / "data mining" techniques.
[+] [-] backendguy|13 years ago|reply There's an excellent free book - Minining Massive Datasets - http://infolab.stanford.edu/~ullman/mmds.html
[+] [-] HadiAsiaie|13 years ago|reply Check this website too: https://www.kaggle.com/ They have data mining, Machine learning competitions(possibly with prizes)
[+] [-] marisaa|13 years ago|reply Amazon is good.Liv chat software for Website: http://www.Live2Support.com
[+] [-] lukecampbell|13 years ago|reply
http://www.amazon.com/Data-Mining-Practical-Techniques-Manag...
[+] [-] shoo|13 years ago|reply
It does not discuss "big data" but offers a statistical perspective on machine learning / "data mining" techniques.
[+] [-] backendguy|13 years ago|reply
[+] [-] HadiAsiaie|13 years ago|reply
[+] [-] marisaa|13 years ago|reply
Liv chat software for Website: http://www.Live2Support.com