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Introduction to Data Warehousing |
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1. Introduction to Data Warehousing
- Basic Concepts and Definitions
- Definition of the data warehouse (DW)
- Overall architecture of a DW
- DW processes
- Categories of DW technology
- DW project and initiative types
- Project Management Deliverables
- DW strategy
- DW project scope
- DW project plan
- Managing a DW project
- The iterative release model
- Introduction to the Dimensional Model
- Facts
- Dimensions
- Star schemas
- Snowflakes
- Architectural deliverables
- Requirements
- Analysis
- Design
- Infrastructure
- Implementation
2. Implementation, Operation and Expansion
- Implementation Deliverables
- Outcomes from analysis
- Outcomes from design
- Outcomes from construction
- Outcomes from deployment
- Operational Deliverables
- Service level agreements
- Outcomes of usage
- DW monitoring
- DW governance
- Maintaining the DW
- Incremental DW releases
- Follow-up to DW
- On-going assessment
- Post mortem and lessons learned
- Managing consultants
- Managing the vendor
- Getting started with data warehousing
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