Designing Data Governance from the Ground Up: Six Steps to Build a Data-Driven Culture (Paperback)

Businesses own more data than ever before, but it's of no value if you don't know how to use it. Data governance manages the people, processes, and strategy needed for deploying data projects to production. But doing it well is far from easy: Less than one fourth of business leaders say their organizations are data driven. In Designing Data Governance from the Ground Up, you'll build a cross-functional strategy to create roadmaps and stewardship for data-focused projects, embed data governance into your engineering practice, and put processes in place to monitor data after deployment.

In the last decade, the amount of data people produced grew 3,000 percent. Most organizations lack the strategy to clean, collect, organize, and automate data for production-ready projects. Without effective data governance, most businesses will keep failing to gain value from the mountain of data that's available to them.

There's a plethora of content intended to help DataOps and DevOps teams reach production, but 90 percent of projects trained with big data fail to reach production because they lack governance.

This book shares six steps you can take to build a data governance strategy from scratch. You'll find a data framework, pull together a team of data stewards, build a data governance team, define your roadmap, weave data governance into your development process, and monitor your data in production

Whether you're a chief data officer or individual contributor, this book will show you how to manage up, get the buy-in you need to build data governance, find the right colleagues to co-create data governance, and keep them engaged for the long haul.

企業擁有的數據比以往任何時候都多，但如果不知道如何使用，這些數據就毫無價值。數據治理管理人員、流程和策略，以實現數據項目的部署和生產。但要做好這一點絕非易事：不到四分之一的企業領導者表示他們的組織是數據驅動的。在《從頭開始設計數據治理》一書中，您將建立一個跨職能策略，為數據專注的項目創建路線圖和管理，將數據治理融入您的工程實踐中，並建立監控數據部署後的流程。

在過去的十年中，人們產生的數據量增長了3000％。大多數組織缺乏清理、收集、組織和自動化數據以進行生產準備的策略。沒有有效的數據治理，大多數企業將繼續無法從可用的大量數據中獲得價值。

有大量的內容旨在幫助DataOps和DevOps團隊實現生產，但90％的大數據項目培訓失敗是因為缺乏治理。

本書分享了六個步驟，可以從零開始建立數據治理策略。您將找到一個數據框架，組建一個數據管理團隊，定義您的路線圖，將數據治理融入您的開發過程中，並監控您的生產數據。

無論您是首席數據官還是個別貢獻者，本書將向您展示如何管理上級，獲得建立數據治理所需的支持，找到合適的同事共同創建數據治理，並保持他們長期參與。