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Cover Art
Author Janert, Philipp K.

Title Data analysis with open source tools / Philipp K. Janert.

Published Sebastopol, California : O'Reilly, 2011.


Location Call No. Status
Physical description 1 online resource (532 pages) : illustrations
polychrome rdacc
Bibliography Includes bibliographical references and index.
Contents Pt. 1. Graphics: looking at data. A single variable: shape and distribution -- Two variables: establishing relationships -- Time as a variable: time-series analysis -- More than two variables: graphical multivariate analysis -- Intermezzo: a data analysis session -- Analytics: modeling data. Guesstimation and the back of the envelope -- Models from scaling arguments -- Arguments from probability models -- What you really need to know about classical statistics -- Intermezzo: mythbusting - bigfoot, least squares, and all that -- Computation: mining data. Simulations -- Finding clusters -- Seeing the forest fro the trees: finding important attributes -- Intermezzo: when more is different -- Applications: using data. Reporting, business intelligence, and dashboards -- Financial calculations and modeling -- Predictive analytics -- Epilogue: facts are not reality.
Notes Description based on print version record.
Local Note Electronic reproduction. Ann Arbor, MI : ProQuest, 2015. Available via World Wide Web. Access may be limited to ProQuest affiliated libraries.
Subject Data mining -- Computer programs.
Open source software.
Electronic books.
ISBN 9781449301859 (e-book)