I. Foundations & Introduction (1-10)
- Introduction to Data Warehousing and Business Intelligence
- What is SAP BW? Understanding the Architecture
- SAP BW vs. Other BI Tools: A Comparative Overview
- Navigating the SAP BW System Landscape
- Key Concepts: InfoObjects, InfoCubes, and InfoProviders
- Understanding Data Modeling in SAP BW
- Introduction to ETL (Extract, Transform, Load) Processes
- Data Acquisition: Connecting to Source Systems
- Basic Reporting with SAP BW Queries
- The SAP BW Development Process: An Overview
II. Data Modeling (11-30)
- InfoObjects: The Building Blocks of BW
- Characteristics and Key Figures: Defining Data Elements
- InfoCubes: Multidimensional Data Storage
- Extended Star Schema: Understanding the Design
- Dimension Modeling: Best Practices
- Fact Tables: Storing Transactional Data
- Time-Dependent Data: Handling Historical Information
- Unit of Measure and Currency Conversions
- InfoSets: Combining Data from Multiple Sources
- Data Marts: Creating Subject-Oriented Data Areas
- Advanced InfoCube Modeling Techniques
- Virtual InfoCubes: Real-time Data Integration
- Transient InfoProviders: Working with Temporary Data
- Open Hub Service: Distributing BW Data
- Data Modeling for Specific Business Processes (e.g., Sales, Finance)
- Performance Considerations in Data Modeling
- Metadata Management in SAP BW
- Transporting BW Objects
- Data Dictionary and its role in BW
- Introduction to BW/4HANA and its impact on Data Modeling
III. Data Extraction, Transformation, and Loading (ETL) (31-50)
- Extracting Data from SAP Systems (e.g., ECC, CRM)
- Extracting Data from Non-SAP Systems (e.g., Databases, Files)
- Introduction to Data Transformation using ABAP
- Data Cleansing and Validation Techniques
- Transformations: Mapping, Conversions, and Calculations
- DTP (Data Transfer Process): Loading Data into InfoProviders
- InfoPackage: Scheduling Data Loads
- Process Chains: Automating ETL Processes
- Monitoring and Managing Data Loads
- Handling Errors and Exceptions in ETL
- Delta Management: Updating Data Incrementally
- Near Real-Time Data Loading
- Performance Optimization of ETL Processes
- Introduction to BW Dataflows
- Advanced Transformation Techniques with ABAP
- Using Function Modules in Transformations
- Data Mapping and Conversion Rules
- Working with different Data Formats (e.g., CSV, XML)
- Best Practices for ETL Design and Development
- Introduction to SAP Data Services for BW
IV. Reporting and Analysis (51-70)
- Introduction to BW Queries
- Creating Basic Queries with the BEx Query Designer
- Query Components: Rows, Columns, and Free Characteristics
- Filters and Restrictions: Limiting Data in Queries
- Calculated Key Figures: Deriving New Metrics
- Restricted Key Figures: Analyzing Specific Data Subsets
- Time-Dependent Queries: Analyzing Historical Trends
- Navigation and Drill-Down in Queries
- Formatting Query Results
- Introduction to SAP BusinessObjects Analysis for OLAP
- Creating Reports with Analysis for OLAP
- Working with Variables in Queries
- User Exits in Queries: Customizing Query Behavior
- Performance Optimization of Queries
- Introduction to SAP Lumira Designer
- Creating Interactive Dashboards with Lumira Designer
- Integrating BW Queries with other BI Tools
- Mobile BI: Accessing BW Reports on Mobile Devices
- Best Practices for Report Design and Development
- Introduction to BW/4HANA embedded analytics
V. BW Administration and Performance Tuning (71-85)
- System Administration Tasks in SAP BW
- User and Authorization Management
- Monitoring System Performance
- Performance Analysis and Tuning
- Optimizing Data Loads and Queries
- Managing Transports and Changes
- Backup and Recovery Strategies
- System Upgrades and Migrations
- Troubleshooting Common Issues
- Capacity Planning for SAP BW
- Security Considerations in SAP BW
- Working with the BW Transport Management System
- Performance Monitoring Tools and Techniques
- Optimizing ABAP Code for BW
- Introduction to SAP HANA optimization for BW
VI. Advanced Topics and Special Scenarios (86-100)
- Planning and Budgeting with SAP BW
- Financial Consolidation with SAP BW
- Integrating SAP BW with other SAP Solutions (e.g., S/4HANA)
- Real-Time Reporting with SAP BW
- Advanced Data Modeling Techniques (e.g., Virtual Providers)
- Developing Custom ABAP Programs for BW
- Introduction to Business Content
- Implementing Security and Authorizations in BW
- Data Archiving and Housekeeping
- Best Practices for BW Project Implementation
- Introduction to SAP BW on HANA
- Delta Handling and Change Management
- Data Governance and Quality Management in BW
- Future Trends in SAP BW and Business Intelligence
- Case Studies and Real-World Examples of SAP BW Implementations