Creating a Data-Driven Organization (Paperback)

Carl Anderson

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商品描述

What do you need to become a data-driven organization? Far more than having big data or a crack team of unicorn data scientists, it requires establishing an effective, deeply-ingrained data culture. This practical book shows you how true data-drivenness involves processes that require genuine buy-in across your company, from analysts and management to the C-Suite and the board.

Through interviews and examples from data scientists and analytics leaders in a variety of industries, author Carl Anderson explains the analytics value chain you need to adopt when building predictive business models—from data collection and analysis to the insights and leadership that drive concrete actions. You’ll learn what works and what doesn’t, and why creating a data-driven culture throughout your organization is essential.

  • Start from the bottom up: learn how to collect the right data the right way
  • Hire analysts with the right skills, and organize them into teams
  • Examine statistical and visualization tools, and fact-based story-telling methods
  • Collect and analyze data while respecting privacy and ethics
  • Understand how analysts and their managers can help spur a data-driven culture
  • Learn the importance of data leadership and C-level positions such as chief data officer and chief analytics officer

商品描述(中文翻譯)

成為一個以數據為基礎的組織需要什麼?遠不止擁有大數據或一支優秀的數據科學家團隊,它需要建立一個有效且深入根植的數據文化。這本實用的書籍向您展示了真正的數據驅動性涉及的流程,這些流程需要公司內的各個角色真正的參與,從分析師和管理層到高層管理和董事會。

通過對各行業的數據科學家和分析領導者進行訪談和案例分析,作者Carl Anderson解釋了在構建預測性商業模型時需要採用的分析價值鏈 - 從數據收集和分析到驅動具體行動的洞察和領導力。您將了解什麼有效,什麼無效,以及為什麼在整個組織中建立一個以數據為基礎的文化至關重要。

以下是書中的內容:
- 從底層開始:學習如何以正確的方式收集正確的數據
- 聘請具備正確技能的分析師,並將他們組織成團隊
- 研究統計和可視化工具,以及基於事實的敘事方法
- 在尊重隱私和倫理的前提下收集和分析數據
- 了解分析師及其管理者如何推動以數據為基礎的文化
- 了解數據領導和高層職位(如首席數據官和首席分析官)的重要性