Designing Data Governance from the Ground Up / Lauren Maffeo.

Format:

Book

Author/Creator:

Maffeo, Lauren, author.

Language:

English

Subjects (All):

Business--Data processing--Management.

Business.

Physical Description:

1 online resource (106 pages)

Edition:

First edition.

Place of Publication:

Raleigh, North Carolina : The Pragmatic Programmers, LLC, [2023]

Summary:

Designing Data Governance From the Ground Up by Lauren Maffeo provides a comprehensive guide for organizations aiming to establish effective data governance frameworks. Highlighting the importance of understanding foundational components, the book offers six steps to build a data-driven culture. It addresses the roles of data stewards, the creation of a data governance council, and the development of a data roadmap. Maffeo's work emphasizes the significance of data security, tracking regulations, and ensuring data quality to drive business success. This book is geared towards leaders, stakeholders, and teams in both industry and non-profit sectors seeking to improve their data governance practices in line with increasing regulatory demands. Generated by AI.

Contents:

Cover

Table of Contents

Acknowledgments

Preface

Is This Book for Me?

What's in This Book?

How Will This Book Help Me Reach My Goals?

1. Find Your Data Framework

Define Data Governance

Clarify Your Company's Mission Statement

Find Your Data Governance Framework

Your Next Step

2. Select Data Stewards

What Are Data Stewards?

Fill Your Council with the Right People

3. Build Your Data Governance Council

Find the Most Effective Sponsor

Convince Colleagues to Join Your Council

Clarify the Cadence for Your Council Meetings

Confirm Key Principles for Your Council

Define Data Domains

Write a Data Dictionary

4. Write Your Data Roadmap

Assess Your Data's Current State

Create a Current State Process Map

Design Your Desired Future State for Data Governance

Choose Which Outcomes You'll Use to Measure Success

Put Prioritized Ideas on Your Data Roadmap

5. Practice Governance-Driven Development

Ask if You Have the Right Data Infrastructure

Include Technical Partners in Your Data Governance

Build with a Few High-Level Customers in Mind

Give Your Data Stewards Room to Fail

Start Scaling Past Your Super Users

6. Monitor Data in Production

Make a Plan to Govern Data Throughout the Life Cycle

Practice Data Mesh Principles

Automate Federated Data Governance

Execute Data Security Standards

Set Specific Goals for Your Production Monitoring

Use Data Lineage Tracking

Use Feature Stores to Prevent Data Drift

Ship New Data as Deployable Units

Track Regulation Changes

Your Next Step.

Notes:

Description based on publisher supplied metadata and other sources.

Part of the metadata in this record was created by AI, based on the text of the resource.

Description based on print version record.

Description based on online resource; title from PDF title page (EBook Central, viewed May 15, 2025).

Other Format:

Print version: Maffeo, Lauren Designing Data Governance from the Ground Up

ISBN:

9798888650202

OCLC:

1373988380