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by Dan Meers, Gregory Lampshire, Lowell Fryman
The Data and Analytics Playbook
Cover image
Title page
Table of Contents
Copyright
Dedication
Author Biographies
Acknowledgments
Introduction
Chapter 1. Purpose, Scope and Audience
Spotting the Need for Data and Analytics Governance: Industry Examples
What This Book Is About and Why It Is Needed Now
Basic Concepts
The Playbook as an Organizing Process Model
What You Can Get From This Book
Summary
Chapter 2. Executive Call to Action—How Chief Data Officers and Business Sponsors Can Empower Results
Executive Call to Action—What Do We Need From You?
Scope and Focus Area Definition
Traditional Approach to (Data) Governance
Data Leadership Cycle—Framing Your Mandate
Data Leadership Roles—Leveraging More Than the CDO—The Power of Data Officers
Summing It Up
Chapter 3. Assessing Conditions, Controls and Capabilities
Assessment Methods
Assessing Data Controls: Audit and Balance Controls
Controls Reporting—ABC Control Levels
Capability Measurement
Data and Analytic Conditions Reporting—A Risk and Exposure Approach
Overall Reporting and Visualization
Summary
Chapter 4. Detailed Playbook Activities
Playbook Framework: Capability Orientation
Playbook Framework: Capabilities
Playbook Framework: Activities
Playbook Framework
Chapter 5. Aligning the Language of Business: The Business Glossary
Why Do We Need a Business Glossary?
What Is a Business Glossary?
The Glossary Is a Critical Deliverable of the Data Governance Team
Identifying Users of the Business Glossary
Creating the Business Glossary Structure
The Standards of a Business Glossary
Creating Business Terms Definitions and Term Names
Best Practices
Creating Glossary Taxonomies and Hierarchies (Ontology/Taxonomy)
Business Glossary for Big data Analytics
Chapter 6. The Business Data Governance Toolkit
Chapter Overview
Data Governance Technology Considerations
Method for Technology Selection Overview
Categories and Sections for DG Technology Selection
Process for Evaluation Scoring
What Happens After Scoring (We Are Done, Right?)
Technology Leaders to Consider Today
Chapter 7. Playbook Deployment
What Do We Mean by Deployment?
Mapping Your Deployment Priorities
The Overall Process of Deployment Planning
Deployment Patterns
Communicating Data Sprints
Data Risk and Exposure
Deployment Scoping and Planning
Conclusion
Chapter 8. Data Governance as an Operations Process
Operations
Planning and Acquiring the Budget
Iterations
Extending the Reach
Corporate Politics
Customizing and Maintaining the Playbook
Chapter 9. Governing Big Data and Analytics
Big Data
Personal Big Data
Governing Big Data in Large and Small Ways
Conclusion
Chapter 10. Rapid Playbook Deployment
A Sense of Urgency
Identify Your Highest Value Target Areas
Smart Scoping
Getting Help
Bibliography
Glossary of Terms
Index
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