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1. The Data Warehouse Toolkit, 3rd Edition

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1. The Data Warehouse Toolkit, 3rd Edition

GROUPWileyThe Data Warehouse ToolkitThe Definitive Guide to Dimensional ModelingRalph Kimball Margy RossThird EditionThe Data Warehouse ToolkitThe Dat

1. The Data Warehouse Toolkit, 3rd Edition ta Warehouse ToolkitThe Definitive Guide to Dimensional ModelingThird EditionRalph Kimball Margy RossWileyThe Data Warehouse Toolkit: The Definitive G

uide to Dimensional Modeling. Third EditionPublished byJohn Wiley & Sons. Inc.10475 Crosspoint Boulevard Indianapolis, IN 46256 www.w1ley.C0BCopyright 1. The Data Warehouse Toolkit, 3rd Edition

© 2013 by Ralph Kimball and Margy RossPublished by John Wiley & Sons. Inc . Indianapolis. IndianaPublished simultaneously in CanadaISBN: 978-1-118-53

1. The Data Warehouse Toolkit, 3rd Edition

080-1ISBN. 978-1-118-53077-1 (ebk)ISBN: 978-1-118-73228-1 (cbk) ISBN. 978-1-118-73219-9 (ebk)Manufactured in the United States of America10 98765432 1

GROUPWileyThe Data Warehouse ToolkitThe Definitive Guide to Dimensional ModelingRalph Kimball Margy RossThird EditionThe Data Warehouse ToolkitThe Dat

1. The Data Warehouse Toolkit, 3rd Edition opying, recording, scanning or otherwise, except as permitted under Sections 107 or 108 of the 1976 United States Copyright Act. without cither the pr

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1. The Data Warehouse Toolkit, 3rd Edition

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GROUPWileyThe Data Warehouse ToolkitThe Definitive Guide to Dimensional ModelingRalph Kimball Margy RossThird EditionThe Data Warehouse ToolkitThe Dat

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1. The Data Warehouse Toolkit, 3rd Edition

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GROUPWileyThe Data Warehouse ToolkitThe Definitive Guide to Dimensional ModelingRalph Kimball Margy RossThird EditionThe Data Warehouse ToolkitThe Dat

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United States at (877) 762-2974, outside the United States at (317) 572-3993 or fax (317) 572-4002.Wiley publishes in a variety of print and electroni

GROUPWileyThe Data Warehouse ToolkitThe Definitive Guide to Dimensional ModelingRalph Kimball Margy RossThird EditionThe Data Warehouse ToolkitThe Dat

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nd may not be used without written permission. All other trademarks are the property of their respective owners. John Wiley & Sons. Inc. is not associ

GROUPWileyThe Data Warehouse ToolkitThe Definitive Guide to Dimensional ModelingRalph Kimball Margy RossThird EditionThe Data Warehouse ToolkitThe Dat

GROUPWileyThe Data Warehouse ToolkitThe Definitive Guide to Dimensional ModelingRalph Kimball Margy RossThird EditionThe Data Warehouse ToolkitThe Dat

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