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Learn how to turndata into decisions.From startups to the Fortune 500,smart companies are betting ondata-driven insight, seizing theopportunities that are emergingfrom the convergence of fourpowerful trends:n New methods of collecting, managing,and analyzing datan Cloud computing that offers inexpensivestorage and flexible, on-demand computingpower for massive data setsn Visualization techniques that turn complexdata into images that tell a compelling storyn Tools that make the power of data availableto anyoneGet control over big data and turn it into insightwith O’Reilly’s Strata offerings. Find the inspirationand information to create new products or reviveexisting ones, understand customer behavior, andget the data edge.Visit oreilly.com/data to learn more.©2011 O’Reilly Media, Inc. O’Reilly logo is a registered trademark of O’Reilly Media, Inc.
Page 4 and 5: Analyzing the AnalyzersAn Introspec
Page 6 and 7: Table of Contents1. Introduction. .
Page 8: CHAPTER 1IntroductionBinita, Chao,
Page 12 and 13: CHAPTER 2Case Studies in Miscommuni
Page 14: use them?” While Binita has heard
Page 17 and 18: e the basis for new ways to communi
Page 19 and 20: As with the Self-ID Groups, we clus
Page 21 and 22: Data Developers demonstrated greate
Page 23 and 24: Source projects. More Data Develope
Page 25 and 26: vided by others. The group they cal
Page 27 and 28: might also want to make sure they h
Page 29 and 30: Figure 4-2. Mean Skill Group loadin
Page 31 and 32: accumulate at the rate of less than
Page 33 and 34: cluding data infrastructure and IT
Page 36 and 37: APPENDIX ASurvey DetailsDesign and
Page 38 and 39: Non-negative Matrix FactorizationWe
Page 40: About the AuthorsHarlan D. Harris i

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