Course Outline: Business Intelligence and Data Warehousing Architecture
Section 0: Introductions Instructor & class introductions Section 1: The Architectures The Four Architectures Information Architecture Data Architecture Technology Architecture Product Architecture Data Integration Framework (DIF) Architecture Processes & Data Stores Standards Tools Resources & Skills Section 2: DIF Processes Data Preparation Data Sourcing Data Cleansing Data Quality Data Transformation Data Loading Data Franchising Data filtering Data Summarization & Aggregation Data Transformation Data Loading Information Access & Analytics Information Access & Reporting Analytics & Performance Management Metadata Management Inter-tool interfaces Audit & What-If Capability Data Management Data Modeling Data Profiling Database Management Section 3: Data Store Components Data Modeling Basics Conceptual, Logical & Physical Models Entity-Relationship & Dimensional Mod...