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Lauren Maffeo - Designing Data Governance from the Ground Up: Six Steps to Build a Data-Driven Culture

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Lauren Maffeo Designing Data Governance from the Ground Up: Six Steps to Build a Data-Driven Culture
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Designing Data Governance from the Ground Up: Six Steps to Build a Data-Driven Culture: summary, description and annotation

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Businesses own more data than ever before, but its of no value if you dont 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, youll 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 thats available to them.

Theres 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. Youll 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 youre 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.

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Designing Data Governance from the Ground Up
Six Steps to Build a Data-Driven Culture
by Lauren Maffeo
Version: P1.0 (January 2023)

Copyright 2023 The Pragmatic Programmers, LLC. This book is licensed to the individual who purchased it. We don't copy-protect it because that would limit your ability to use it for your own purposes. Please don't break this trustyou can use this across all of your devices but please do not share this copy with other members of your team, with friends, or via file sharing services. Thanks.

Many of the designations used by manufacturers and sellers to distinguish their products are claimed as trademarks. Where those designations appear in this book, and The Pragmatic Programmers, LLC was aware of a trademark claim, the designations have been printed in initial capital letters or in all capitals. The Pragmatic Starter Kit, The Pragmatic Programmer, Pragmatic Programming, Pragmatic Bookshelf and the linking g device are trademarks of The Pragmatic Programmers, LLC.

Every precaution was taken in the preparation of this book. However, the publisher assumes no responsibility for errors or omissions, or for damages that may result from the use of information (including program listings) contained herein.

About the Pragmatic Bookshelf

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Table of Contents
Copyright 2023, The Pragmatic Bookshelf.
Early Praise for Designing Data Governance From the Ground Up

This book is an immediately actionable resource for any team working to build out a data governance plan. Maffeos smart and thorough advice is applicable across organizations, whether in industry or the non-profit sector. Using this book as a guide, leaders and stakeholders can execute on a strategy right away.

Lisa Tagliaferri, PhD
Researcher, Educator, and Software Developer

Many organizations make the mistake of going deep on technology before understanding the foundational components needed for a robust data governance program. Maffeo distills the most important aspects of data governance into a clear set of fundamental building blocks all organizations can use to improve visibility and control. Whether youre just starting your data governance journey or are in the process of re-structuring and optimizing an existing program, put Lauren Maffeos Designing Data Governance at the top of your reading list.

Diana Kelley
Co-Founder, SecurityCurve

Lauren Maffeo has written a brilliant and must-read masterclass on building an outstanding data-driven culture that takes all organizations to the highest level of data governance. Read this comprehensive and crystal-clear guide to collecting, securing and managing your organizations data. Learn from one of the best.

Kweku Opoku-Agyemang, Ph.D.
CEO, Machine Learning X Doing

A simple and easy to comprehend guide to build fundamental blocks of your data governance program.

Gaurav Patole
Global Data Governance Senior Manager, BGC

As part of my legal practice, I have spent a lot of time researching and curating a list of my favorite articles and books addressing developments in AI, privacy, and data governance. Designing Data Governance is among my favorite books on this topic. Lauren Maffeo tackles this challenging subject matter effortlessly answering the how to and why questions about implementing a data governance program in easy-to-read language. I recommend this book to anyone who wants to learn more about data governance generally and those who are tackling data governance implementation for the first time. Ill add that this book is particularly timely given the increased regulatory focus on privacy, data security, and companies use of data.

Tamra Moore
Partner, King & Spalding LLP

Acknowledgments

I once read a newsletter by Katie Hawkins-Gaar in which she said that when starting a new book, she always flips to the acknowledgments first. It tells her who the books author is, what they value, and how they thank the people who helped them meet their goals. A novel may have just one authors name on the cover, but it took an entire crew of people to make that book happen, she writes. When you think about it, most things are that way. We rarely do anything alone.

Its ironic how lonely the book-writing process can feel when each author has a team behind them. The last few years showed me how much help we all need in this ever-changing world. I would be remiss not to thank those who helped me bring this book to life.

An authors work lives and dies by their editor. Brian Hogan, you struck the right chord of pushing me to do more and encouraging me to step back as needed. There were several times throughout my writing process when I doubted my ability to finish. I finished because of your advocacy for this book and your belief that the world needs it. Thank you; I will miss working with you.

Writing a book in Markdown was one of my most humbling career moments. Tammy Coron, you have a sense of patience that I hope Ill gain someday. You took calls on a whim to walk me through each question, and you never wavered in your willingness to help. When I couldnt see a path forward, you always threw me a much-needed lifeline.

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