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Guerrilla analyticsa practical appro...

Ridge, Enda,

Guerrilla analyticsa practical approach to working with data /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Guerrilla analyticsEnda Ridge.
Reminder of title:	a practical approach to working with data /
Author:	Ridge, Enda,
Published:	Amsterdam ;Morgan Kaufmann, an imprint of Elsevier,2015.
Description:	1 online resource :ill.
Subject:	Data mining.
Online resource:	https://www.sciencedirect.com/science/book/9780128002186
ISBN:	9780128005033 (electronic bk.)

Guerrilla analyticsa practical approach to working with data /
Ridge, Enda,

Guerrilla analyticsa practical approach to working with data /[electronic resource] :Enda Ridge. - Amsterdam ;Morgan Kaufmann, an imprint of Elsevier,2015. - 1 online resource :ill. - The savvy manager's guide. - Savvy manager's guides..

Includes bibliographical references and index.

Project data itself arrives piecemeal, is added to, replaced, contains undiscovered flaws and comes from a variety of sources. Despite these disruptions, a data science team must get off the ground fast and begin demonstrating value with traceable, tested work products. This book covers: guerrilla analytics principles: simple rules of thumb for maintaining data provenance across the entire analytics life cycle from data extraction, through analysis to reporting; reproducible, traceable analytics; practice tips and war stories based on real-world project challenges encountered in consulting, pre-sales and research; preparing for battle: how to set up a team's analytics environment in terms of tooling, skill sets, workflows and conventions; data gymnastics: over a dozen analytics patterns that a team will encounter again and again in projects. --

ISBN: 9780128005033 (electronic bk.)Subjects--Topical Terms:

184440
Data mining.
Index Terms--Genre/Form:

214472
Electronic books.

LC Class. No.: QA76.9.D24

Dewey Class. No.: 006.3/12

Guerrilla analyticsa practical approach to working with data /
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245 1 0 $a Guerrilla analytics $h [electronic resource] : $b a practical approach to working with data / $c Enda Ridge.
260 $a Amsterdam ; $a Boston : $b Morgan Kaufmann, an imprint of Elsevier, $c 2015.
300 $a 1 online resource : $b ill.
490 1 $a The savvy manager's guide
504 $a Includes bibliographical references and index.
520 $a Project data itself arrives piecemeal, is added to, replaced, contains undiscovered flaws and comes from a variety of sources. Despite these disruptions, a data science team must get off the ground fast and begin demonstrating value with traceable, tested work products. This book covers: guerrilla analytics principles: simple rules of thumb for maintaining data provenance across the entire analytics life cycle from data extraction, through analysis to reporting; reproducible, traceable analytics; practice tips and war stories based on real-world project challenges encountered in consulting, pre-sales and research; preparing for battle: how to set up a team's analytics environment in terms of tooling, skill sets, workflows and conventions; data gymnastics: over a dozen analytics patterns that a team will encounter again and again in projects. -- $c Edited summary from book.
588 0 $a Online resource; title from PDF title page (Ebsco, viewed October 14, 2014).
650 0 $a Data mining. $3 184440
655 4 $a Electronic books. $2 local. $3 214472
830 0 $a Savvy manager's guides. $3 538161
856 4 0 $u https://www.sciencedirect.com/science/book/9780128002186