Screen LibraryGuerrilla analytics : techniques for managing data and analytics teams /
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 a...
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| Main Authors: | |
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| Corporate Authors: | |
| Published: |
Morgan Kaufmann, an imprint of Elsevier,
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| Publisher Address: | Amsterdam ; Boston : |
| Publication Dates: | [2015] |
| Literature type: | eBook |
| Language: | English |
| Series: |
The savvy manager's guide
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| Subjects: | |
| Online Access: |
http://www.sciencedirect.com/science/book/9780128002186 |
| Summary: |
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. -- |
| Carrier Form: | 1 online resource : illustrations. |
| Bibliography: | Includes bibliographical references and index. |
| ISBN: |
9780128005033 0128005033 9781322158488 1322158487 0128002182 9780128002186 |
| Index Number: | QA76 |
| CLC: | TP311.13 |