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Good Book for Statistical Perspective of data mining
Hi,
Could anybody suggest a good, easy to understand book for learning the statistical concepts used in data mining ?? ( Logistic Regression, Bayesian networks, MLE, Hypothesis testing, etc...). I am interested in learning these concepts with some examples on real time cases or atleast well framed examples. All the books that i picked up so far discuss only theory and its tough for me to get a hold or expertise on these areas. I would highly appreciate anyhelp regarding this.. Thanks in advace.
BR
Venki
Could anybody suggest a good, easy to understand book for learning the statistical concepts used in data mining ?? ( Logistic Regression, Bayesian networks, MLE, Hypothesis testing, etc...). I am interested in learning these concepts with some examples on real time cases or atleast well framed examples. All the books that i picked up so far discuss only theory and its tough for me to get a hold or expertise on these areas. I would highly appreciate anyhelp regarding this.. Thanks in advace.
BR
Venki
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Replies to This Discussion
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Permalink Reply by Ralph Winters on -
I liked the Linoff/Berry book "Data Mining Techniques" for an easy intro. Good explanations with a minimum of theory.
-Ralph Winters
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