Guerrilla Analytics: A Practical Approach to Working with Data

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9780128002186: Guerrilla Analytics: A Practical Approach to Working with Data
From the Publisher:

Doing data science is difficult. Projects are typically very dynamic with requirements that change as data understanding grows. The data itself arrives piecemeal, is added to, replaced, contains undiscovered flaws and comes from a variety of sources. Teams also have mixed skill sets and tooling is often limited. Despite these disruptions, a data science team must get off the ground fast and begin demonstrating value with traceable, tested work products. This is when you need Guerrilla Analytics. In this book, you will learn about: * The 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: how to design and implement work products that are reproducible, testable and stand up to external scrutiny.* Practice tips and war stories: 90 practice tips and 16 war stories based on real-world project challenges encountered in consulting, pre-sales and research.* Preparing for battle: how to set up your team's analytics environment in terms of tooling, skill sets, workflows and conventions.* Data gymnastics: over a dozen analytics patterns that your team will encounter again and again in projects.

From the Publisher:

Contact: Priya Kumaraguruparan P.Kumaraguruparan@elsevier.com

"Sobre este título" puede pertenecer a otra edición de este libro.

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Ridge, Enda
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ISBN 10: 0128002182 ISBN 13: 9780128002186
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Descripción ELSEVIER SCIENCE TECHNOLOGY, United States, 2014. Paperback. Estado de conservación: New. 228 x 152 mm. Language: English . Brand New Book. Doing data science is difficult. Projects are typically very dynamic with requirements that change as data understanding grows. The data itself arrives piecemeal, is added to, replaced, contains undiscovered flaws and comes from a variety of sources. Teams also have mixed skill sets and tooling is often limited. Despite these disruptions, a data science team must get off the ground fast and begin demonstrating value with traceable, tested work products. This is when you need Guerrilla Analytics. In this book, you will learn about: The 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: how to design and implement work products that are reproducible, testable and stand up to external scrutiny. Practice tips and war stories: 90 practice tips and 16 war stories based on real-world project challenges encountered in consulting, pre-sales and research. Preparing for battle: how to set up your team s analytics environment in terms of tooling, skill sets, workflows and conventions. Data gymnastics: over a dozen analytics patterns that your team will encounter again and again in projects. Nº de ref. de la librería AAZ9780128002186

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Ridge, Enda
Editorial: ELSEVIER SCIENCE TECHNOLOGY, United States (2014)
ISBN 10: 0128002182 ISBN 13: 9780128002186
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Descripción ELSEVIER SCIENCE TECHNOLOGY, United States, 2014. Paperback. Estado de conservación: New. 228 x 152 mm. Language: English . Brand New Book. Doing data science is difficult. Projects are typically very dynamic with requirements that change as data understanding grows. The data itself arrives piecemeal, is added to, replaced, contains undiscovered flaws and comes from a variety of sources. Teams also have mixed skill sets and tooling is often limited. Despite these disruptions, a data science team must get off the ground fast and begin demonstrating value with traceable, tested work products. This is when you need Guerrilla Analytics. In this book, you will learn about: The 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: how to design and implement work products that are reproducible, testable and stand up to external scrutiny. Practice tips and war stories: 90 practice tips and 16 war stories based on real-world project challenges encountered in consulting, pre-sales and research. Preparing for battle: how to set up your team s analytics environment in terms of tooling, skill sets, workflows and conventions. Data gymnastics: over a dozen analytics patterns that your team will encounter again and again in projects * The 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: how to design and implement work products that are reproducible, testable and stand up to external scrutiny* Practice tips and war stories: 90 practice tips and 16 war stories based on real-world project challenges encountered in consulting, pre-sales and research* Preparing for battle: how to set up your team s analytics environment in terms of tooling, skill sets, workflows and conventions* Data gymnastics: over a dozen analytics patterns that your team will encounter again and again in projects. Nº de ref. de la librería AAZ9780128002186

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Descripción Elsevier Science & Technology. Paperback. Estado de conservación: new. BRAND NEW, Guerrilla Analytics: A Practical Approach to Working with Data, Enda Ridge, Doing data science is difficult. Projects are typically very dynamic with requirements that change as data understanding grows. The data itself arrives piecemeal, is added to, replaced, contains undiscovered flaws and comes from a variety of sources. Teams also have mixed skill sets and tooling is often limited. Despite these disruptions, a data science team must get off the ground fast and begin demonstrating value with traceable, tested work products. This is when you need Guerrilla Analytics. In this book, you will learn about: The 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: how to design and implement work products that are reproducible, testable and stand up to external scrutiny. Practice tips and war stories: 90 practice tips and 16 war stories based on real-world project challenges encountered in consulting, pre-sales and research. Preparing for battle: how to set up your team's analytics environment in terms of tooling, skill sets, workflows and conventions. Data gymnastics: over a dozen analytics patterns that your team will encounter again and again in projects In this book, you will learn about: * The 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: how to design and implement work products that are reproducible, testable and stand up to external scrutiny.* Practice tips and war stories: 90 practice tips and 16 war stories based on real-world project challenges encountered in consulting, pre-sales and research.* Preparing for battle: how to set up your team's analytics environment in terms of tooling, skill sets, workflows and conventions.* Data gymnastics: over a dozen analytics patterns that your team will encounter again and again in projects. Nº de ref. de la librería B9780128002186

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Descripción Morgan Kaufmann, 2014. Estado de conservación: New. Brand New, Unread Copy in Perfect Condition. A+ Customer Service! Summary: A cookbook of techniques for analysts that will help you control, reproduce and share their outputs. Nº de ref. de la librería ABE_book_new_0128002182

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Descripción Elsevier Science & Technology 2014-09-24, San Francisco, 2014. paperback. Estado de conservación: New. Nº de ref. de la librería 9780128002186

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Descripción Morgan Kaufmann, 2014. Estado de conservación: New. "The Savvy Manager's Guide"--Front cover. Num Pages: 276 pages, black & white illustrations, black & white tables, figures. BIC Classification: UMT. Category: (P) Professional & Vocational. Dimension: 230 x 163 x 15. Weight in Grams: 376. . 2014. 1st Edition. Paperback. . . . . . Nº de ref. de la librería V9780128002186

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Descripción Morgan Kaufmann. Estado de conservación: New. "The Savvy Manager's Guide"--Front cover. Num Pages: 276 pages, black & white illustrations, black & white tables, figures. BIC Classification: UMT. Category: (P) Professional & Vocational. Dimension: 230 x 163 x 15. Weight in Grams: 376. . 2014. 1st Edition. Paperback. . . . . Books ship from the US and Ireland. Nº de ref. de la librería V9780128002186

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Descripción Paperback. Estado de conservación: New. Not Signed; Doing data science is difficult. Projects are typically very dynamic with requirements that change as data understanding grows. The data itself arrives piecemeal, is added to, replaced, contains undiscovered flaws and comes from a variety of sources. Teams also have mixed skill sets and tooling is o. book. Nº de ref. de la librería ria9780128002186_rkm

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Descripción Morgan Kaufmann, 2014. Estado de conservación: New. Nº de ref. de la librería EA9780128002186

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