Metadata Management Learning Plan
MM1: What Is Metadata?
- Definition of Metadata
- Creating Context
- Characteristics
- Relationships
- Data vs. Metadata
- Types of Metadata
- Data Lineage
- Impact Analysis
- Design Layers
- Graphs
- Importance & Relevance
MM2: The Business Value of Metadata
- Metadata’s Importance to the Business
- Wasted Costs
- Brand Damage
- Financial Reporting & Audit
- Big Data Analytics
- Efficiencies – Reuse
- Agility & Change Management
- Data Governance
MM3: Sources of Metadata
- There are Many Sources and Types of Metadata
- Relational databases
- Data Models
- Text Documents
- XML
- Open Data
- Internet of Things (IoT)
- Photos / Images
- Social Media
- COBOL Copybooks
- Application Code
- Data Transformation / ETL Tools
- Spreadsheets
- Data Quality Tools
- Business Process Models
- Business Intelligence (BI) Tools
- ERP, CRM, and Packed Applications
- Big Data platforms
- … there are many more
MM4: Metamodels & Metadata Standards
- What are Metamodels?
- A Data Model for Metadata
- Framework
- Meta Levels
- Semantic Web and RDF
- The Importance of Metamodels
- What are Metadata Registries?
- An Example
- ISO/IEC11179
- Sample Metamodel
- Metadata Standards
- Data Warehousing
- Industry Standard vs. Tool-Specific Metamodels
- Open Data Standards
- Sample JSON
- Dublin Core
- Schema.org
MM5: Metadata Architecture, Integration, and Storage
- Architectural Options for Metadata Management
- Discovery Tools
- Common Metamodel
- Data Warehousing Example
- Reuse and Matching
- Customization
- Integration and Export
- Components of a Metadata Repository Solution
- Reuse and Matching
- Customization
- Integration, Publication, and Sharing
MM6: Metadata Strategy & Implementation
- Creating a Metadata Strategy for Your Organization
- Business Drivers
- Stakeholder Needs
- Align with Business Priorities
- Internal and External Drivers
- Stakeholder Matrix
- Issue Matrix
- Metadata Source Inventory
- Technology Selection
- Metadata Management Maturity Assessment
- Metadata Implementation & Rollout
- Identifying High-Priority Activities and “Quick Wins”
- Defining an Actionable Roadmap
- Roles and Responsibilities
- Quality and Metrics