INTRODUCTION
- Business Drivers.
- Goals.
ESSENTIAL CONCEPTS
- Data and Information.
- Data as an Organizational Asset.
- Data Management Principles.
- Data Management Challenges.
- Data Management Strategy.
DATA MANAGEMENT FRAMEWORKS
- 3.1 Strategic Alignment Model.
- The Amsterdam Information Model.
- The DAMA-DMBOK Framework.
- DMBOK Pyramid (Aiken).
- DAMA Data Management.
DATA HANDLING
- Introduction.
- Business Drivers.
- Essential Concepts.
- Ethical Principles for Data.
- Principles Behind Data Privacy Law.
- Online Data in an Ethical Context.
- Risks of Unethical Data Handling.
DATA GOVERNANCE
- Introduction to Data Governance.
- Activities.
- Tools and Techniques.
- Implementation Guidelines.
- Metrics.
- Works Cited.
DATA ARCHITECTURE
- Introduction to Data Architecture.
- Activities.
- Tools.
- Techniques.
- Implementation Guidelines.
- Data Architecture Governance.
- Works Cited.
DATA MODELING AND DESIGN
- Introduction to Data Modeling.
- Activities.
- Tools.
- Best Practices.
- Data Model Governance.
- Works Cited.
DATA STORAGE AND OPERATIONS
- Introduction to Data Modeling.
- Activities.
- Tools.
- Techniques.
- Implementation Guidelines.
- Data Storage Operation Governance.
- Works Cited.
DATA SECURITY
- Introduction to Data Security.
- Activities.
- Tools.
- Techniques.
- Implementation Guidelines.
- Data Security Governance.
- Works Cited.
DATA INTEGRATION AND INTEROPERABILITY
- Introduction to Data Integration.
- Data Integration Activities.
- Tools.
- Techniques.
- Implementation Guidelines.
- DDI Governance.
DOCUMENT AND CONTENT MANAGEMENT
- Introduction to DCM.
- Activities.
- Tools.
- Techniques.
- Implementation Guidelines.
- Document and Content Governance.
- Works Cited.
REFERENCE AND MASTER DATA
- Introduction to DCM.
- Activities.
- Tools.
- Techniques.
- Implementation Guidelines.
- Organization and Cultural Change.
- Reference and Master Data Governance.
- Works Cited.
DATA WAREHOUSE AND BUSINESS INTELLIGENCE
- Introduction to DW/BI.
- Activities.
- Tools.
- Techniques.
- Implementation Guidelines.
- DW/BI Governance.
- Works Cited.
METADATA MANAGEMENT
- Introduction to DW/BI.
- Activities.
- Tools.
- Techniques.
- Implementation Guidelines.
- Metadata Governance.
- Works Cited.
DATA QUALITY
- Introduction to DW/BI.
- Activities.
- Tools.
- Techniques.
- Implementation Guidelines.
- Data Quality and Data Governance.
- Works Cited.
BIG DATA AND DATA SCIENCE
- Introduction to Big Data and Data Science.
- Activities.
- Tools.
- Techniques.
- Implementation Guidelines.
- Big Data and Data Science Governance.
- Works Cited.
DATA MANAGEMENT MATURITY ASSESSMENT
- Introduction to DMMA.
- Activities.
- Tools.
- Techniques.
- Implementation Guidelines.
- Maturity Management Governance.
- Works Cited.
DATA MANAGEMENT ORGANIZATION AND ROLE EXPECTATION
- Introduction.
- Understand Existing Organization and Cultural Norms.
- Data Management Organizational Constructs.
- Critical Success Factor.
- Build the Data Management Organization.
- Interactions Between the DMO and Other Data-oriented Bodies.
- Data Management Role.
DATA MANAGEMENT AND ORGANIZATION CHANCE MANAGEMENT
- Introduction.
- Laws of Change.
- Not Managing a Change: Managing a Transition.
- Kotter’s Eight Errors of Change Management.
- Kotter’s Eight Stage Process for Major Change.
- The Formula for Change.
- Diffusion of Innovations and Sustaining Change.
- Sustaining Change.
- Communicating Data Management Value.
- Works Cited / Recommended.
