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Data Steward Foundations

Data Steward Foundations

1h 47mIntermediate2021-07-23

Authors

Mike Chapple

Mike Chapple

Teaching Professor at the University of Notre Dame

Course details

Data stewardship programs help organizations achieve the maximum value from their information assets. In this course, instructor Mike Chapple shows you the basic foundations of data stewardship and best practices for getting your own data stewardship program off the ground. Mike explores the roles, qualities, and responsibilities of a data steward. He goes over best practices for maintaining data quality, then explains the many protections that go into maintaining data security. Mike discusses privacy controls and the patchwork of international, national, and local laws that govern data security and privacy. He concludes with useful steps you can take in building a data stewardship program.

Skills covered

Data GovernanceFoundationsData Science

Concepts

0. Introduction

  • 01 - Data stewardship
  • 02 - What you need to know

1. Data Stewardship Roles

  • 03 - What is data stewardship
  • 04 - Exploring data stewardship roles
  • 05 - Qualities of a good data steward
  • 06 - Data stewardship responsibilities
  • 07 - Obtaining senior leadership support

2. Maintaining Data Quality

  • 08 - Implementing master data management
  • 09 - Developing data definitions
  • 10 - Protecting data quality
  • 11 - Validating data quality
  • 12 - Promoting data reuse

3. Protecting Data Security

  • 13 - Goals of information security
  • 14 - Preserving data confidentiality
  • 15 - Protecting data integrity
  • 16 - Maintaining data availability
  • 17 - Identification, authentication, and authorization
  • 18 - Discretionary access controls
  • 19 - Access control lists
  • 20 - Role-based access control
  • 21 - Managing the data lifecycle

4. Preserving Individual Privacy

  • 22 - Privacy program development
  • 23 - Generally accepted privacy principles
  • 24 - Data anonymization
  • 25 - Data obfuscation

5. Regulatory Compliance

  • 26 - Today's regulatory landscape
  • 27 - Health Insurance Portability and Accountability Act (HIPAA)
  • 28 - Family Educational Rights and Privacy Act (FERPA)
  • 29 - Gramm-Leach-Bliley Act (GLBA)
  • 30 - Data breach notification laws
  • 31 - International data transfers

6. Getting Started

  • 32 - Data inventory
  • 33 - Entity-relationship diagrams
  • 34 - Data classification
  • 35 - Interviewing key employees
  • 36 - Following data flows
  • 37 - Data sharing and transfers

Conclusion

  • 38 - Continuing your studies

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