Guerrilla Analytics: A Practical Approach to Working with Data

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9780128002186: Guerrilla Analytics: A Practical Approach to Working with Data
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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.

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Contact: Priya Kumaraguruparan P.Kumaraguruparan@elsevier.com

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Enda Ridge
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 . This book usually ship within 10-15 business days and we will endeavor to dispatch orders quicker than this where possible. 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 EOD9780128002186

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Enda Ridge
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Descripción Morgan Kaufmann 2014-09-26, 2014. Paperback. Estado de conservación: New. Nº de ref. de la librería NU-ELS-00006640

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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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Enda Ridge
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. Nº de ref. de la librería AAZ9780128002186

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Enda Ridge
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Descripción Morgan Kaufmann 2014-09-24, Amsterdam, 2014. paperback. Estado de conservación: New. Nº de ref. de la librería 9780128002186

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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 Estado de conservación: New. Depending on your location, this item may ship from the US or UK. Nº de ref. de la librería 97801280021860000000

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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, 2014. Estado de conservación: New. book. Nº de ref. de la librería ria9780128002186_rkm

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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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