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Designing Data Governance

Designing Data Governance

40mIntermediate2023-12-12

Authors

Lauren Maffeo

Lauren Maffeo

Course details

More data is produced and ingested than ever before, yet the number of leaders who say they’re data-driven is decreasing. Today’s businesses produce and ingest too much data for one team or leader to manage it all. That’s where data governance comes in. Organizations today must design data governance—the people, processes, and tools to manage your data at scale—into their business plans.

In this course, learn how to design a data governance program from scratch. Instructor Lauren Maffeo explains what data governance is, why every organization needs it, and who should own it. Lauren illustrates the value of data governance frameworks, and shows you how to write a mission statement for data usage in your organization. She explains what data stewards are, why these aren’t purely technical roles, and how to convene your stewards to create a data governance council that prioritizes the most high-value initiatives.

Skills covered

Data GovernanceData ScienceOne-Off

Concepts

0. Introduction

  • 01 - Building a data-driven culture

1. Find Your Data Framework

  • 02 - Clarifying your company's mission statement
  • 03 - Writing your data governance mission statement
  • 04 - What are frameworks, and how can they help data governance

2. Select Data Stewards

  • 05 - What are data stewards
  • 06 - Key tasks that data stewards perform
  • 07 - Differences between business and technical data stewards
  • 08 - Motivating data stewards to help

3. Build Your Data Governance Council

  • 09 - What is a data governance council
  • 10 - Finding an effective sponsor for data governance council
  • 11 - Convincing colleagues to join your data governance council
  • 12 - Prioritizing actions for your data governance council

4. Tackle Your First Data Governance Tasks

  • 13 - Defining data domains
  • 14 - Data dictionaries
  • 15 - Writing data dictionaries
  • 16 - Prioritizing projects for your data governance council

Conclusion

  • 17 - Next steps and additional resources

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