Guerrilla analytics a practical approach to working with data / [electronic resource] :

• 作者： Ridge, Enda, author.
• 其他題名：
  • Savvy manager's guides.
• 出版： Amsterdam ;Boston : Morgan Kaufmann, an imprint of Elsevier
• 叢書名： The savvy manager's guide
• 主題： Data mining. , Electronic books.
• ISBN： 9780128005033 (electronic bk.) 、 0128005033 (electronic bk.) 、 9781322158488 (electronic bk.) 、 1322158487 (electronic bk.) 、 9780128002186 、 0128002182
• FIND@SFXID: CGU
• 資料類型: 電子書
• 內容註: Includes bibliographical references and index.
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• 摘要註: 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. --
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