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AuthorMilton, Michael
TitleHead first data analysis / Michael Milton
Imprint Cambridge [Mass.] : O'Reilly, c2009
Edition 1st ed.
Descript xxxviii, 445 p. : ill. ; 24 cm


Introduction to data analysis: break it down -- Experiments: test your theories -- Optimization: take it to the max -- Data visualization: pictures make you smarter -- Hypothesis testing: say it ain't so -- Bayesian statistics: get past first base -- Subjective probabilities: numerical belief -- Heuristics: analyze like a human -- Histograms the shape of numbers -- Regression: prediction -- Error Err well -- Relational database: can you relate? -- Cleaning data: impose order

Data mining Knowledge management Business -- Data processing

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