Cover for The Data and Analytics Playbook

The Data and Analytics Playbook

Proven Methods for Governed Data and Analytic Quality

Book2017

Authors:

Lowell Fryman, Gregory Lampshire and Dan Meers

The Data and Analytics Playbook

Proven Methods for Governed Data and Analytic Quality

Book2017

 

Cover for The Data and Analytics Playbook

Authors:

Lowell Fryman, Gregory Lampshire and Dan Meers

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Book description

The Data and Analytics Playbook: Proven Methods for Governed Data and Analytic Quality explores the way in which data continues to dominate budgets, along with the varying efforts ... read full description

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  1. Full text access
  2. Book chapterAbstract only

    Chapter 1 - Purpose, Scope and Audience

    Pages 1-21

  3. Book chapterAbstract only

    Chapter 2 - Executive Call to Action—How Chief Data Officers and Business Sponsors Can Empower Results

    Pages 23-43

  4. Book chapterAbstract only

    Chapter 3 - Assessing Conditions, Controls and Capabilities

    Pages 45-63

  5. Book chapterAbstract only

    Chapter 4 - Detailed Playbook Activities

    Pages 65-136

  6. Book chapterAbstract only

    Chapter 5 - Aligning the Language of Business: The Business Glossary

    Pages 137-157

  7. Book chapterAbstract only

    Chapter 6 - The Business Data Governance Toolkit

    Pages 159-176

  8. Book chapterAbstract only

    Chapter 7 - Playbook Deployment

    Pages 177-197

  9. Book chapterAbstract only

    Chapter 8 - Data Governance as an Operations Process

    Pages 199-232

  10. Book chapterAbstract only

    Chapter 9 - Governing Big Data and Analytics

    Pages 233-242

  11. Book chapterAbstract only

    Chapter 10 - Rapid Playbook Deployment

    Pages 243-256

  12. Book chapterNo access

    Bibliography

    Page 257

  13. Book chapterNo access

    Glossary of Terms

    Pages 259-261

  14. Book chapterNo access

    Index

    Pages 263-269

About the book

Description

The Data and Analytics Playbook: Proven Methods for Governed Data and Analytic Quality explores the way in which data continues to dominate budgets, along with the varying efforts made across a variety of business enablement projects, including applications, web and mobile computing, big data analytics, and traditional data integration.

The book teaches readers how to use proven methods and accelerators to break through data obstacles to provide faster, higher quality delivery of mission critical programs. Drawing upon years of practical experience, and using numerous examples and an easy to understand playbook, Lowell Fryman, Gregory Lampshire, and Dan Meers discuss a simple, proven approach to the execution of multiple data oriented activities. In addition, they present a clear set of methods to provide reliable governance, controls, risk, and exposure management for enterprise data and the programs that rely upon it.

In addition, they discuss a cost-effective approach to providing sustainable governance and quality outcomes that enhance project delivery, while also ensuring ongoing controls. Example activities, templates, outputs, resources, and roles are explored, along with different organizational models in common use today and the ways they can be mapped to leverage playbook data governance throughout the organization.

The Data and Analytics Playbook: Proven Methods for Governed Data and Analytic Quality explores the way in which data continues to dominate budgets, along with the varying efforts made across a variety of business enablement projects, including applications, web and mobile computing, big data analytics, and traditional data integration.

The book teaches readers how to use proven methods and accelerators to break through data obstacles to provide faster, higher quality delivery of mission critical programs. Drawing upon years of practical experience, and using numerous examples and an easy to understand playbook, Lowell Fryman, Gregory Lampshire, and Dan Meers discuss a simple, proven approach to the execution of multiple data oriented activities. In addition, they present a clear set of methods to provide reliable governance, controls, risk, and exposure management for enterprise data and the programs that rely upon it.

In addition, they discuss a cost-effective approach to providing sustainable governance and quality outcomes that enhance project delivery, while also ensuring ongoing controls. Example activities, templates, outputs, resources, and roles are explored, along with different organizational models in common use today and the ways they can be mapped to leverage playbook data governance throughout the organization.

Key Features

  • Provides a mature and proven playbook approach (methodology) to enabling data governance that supports agile implementation
  • Features specific examples of current industry challenges in enterprise risk management, including anti-money laundering and fraud prevention
  • Describes business benefit measures and funding approaches using exposure based cost models that augment risk models for cost avoidance analysis and accelerated delivery approaches using data integration sprints for application, integration, and information delivery success
  • Provides a mature and proven playbook approach (methodology) to enabling data governance that supports agile implementation
  • Features specific examples of current industry challenges in enterprise risk management, including anti-money laundering and fraud prevention
  • Describes business benefit measures and funding approaches using exposure based cost models that augment risk models for cost avoidance analysis and accelerated delivery approaches using data integration sprints for application, integration, and information delivery success

Details

ISBN

978-0-12-802307-5

Language

English

Published

2017

Copyright

Copyright © 2017 Elsevier Inc. All rights reserved.

Imprint

Morgan Kaufmann

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Authors

Lowell Fryman

Collibra, USA

Gregory Lampshire

K2 Solutions, USA

Dan Meers

K2 Solutions, USA