
SAP SystemsSAP Business Warehouse and Data Modelling
A warehouse model built to answer today's report becomes the constraint on every question asked afterwards, and remodelling later costs far more than modelling carefully now. This course concentrates on the modelling decisions. Delegates work through the layered architecture and what each layer is for, resisting the shortcut of reporting straight off staged data. Extraction from source systems is covered, including standard extractors, delta handling and what happens when a delta breaks. InfoObjects, master data and the difference between an attribute and a characteristic follow. Data store objects and composite providers are addressed, along with the modelling choice between them. Transformations, routines and the logic best kept out of them are covered. Query design follows, including variables, restricted and calculated key figures and the design decisions that make a query slow. Authorisation on reporting data is addressed. The course closes on load monitoring, reprocessing and warehouse housekeeping.
Course objectives
- Apply a layered architecture rather than reporting off staged data
- Extract from source systems and handle delta failures
- Model InfoObjects, master data, attributes and characteristics
- Choose between data store objects and composite providers
- Build transformations without hiding business logic in routines
- Design queries with variables and key figures that perform
- Apply reporting authorisation and run load monitoring and housekeeping
Who should attend
- Business intelligence developers and analysts
- SAP data warehouse consultants
- Reporting specialists supporting finance and supply chain
- Data engineers integrating SAP sources
- Technical staff maintaining an existing warehouse
Course outline
- 01Modelled for today's report
- 02Layered architecture and its purpose
- 03Extraction, deltas and failures
- 04InfoObjects, master data and characteristics
- 05Data store objects and composite providers
- 06Transformations and where logic belongs
- 07Query design and performance
- 08Reporting authorisation, monitoring and housekeeping
Scheduled sessions
| Dates | Venue | Format | Price | Register |
|---|---|---|---|---|
| 28 September to 2 October 2026 | Dar es Salaam, Tanzania | Classroom | USD 1,325 per delegate | Register Now |
| 12 to 16 October 2026 | Lagos, Nigeria | Classroom | USD 1,325 per delegate | Register Now |
| 30 November to 4 December 2026 | Cape Town, South Africa | Classroom | R19,950 per delegate | Register Now |
| 21 to 25 December 2026 | Lusaka, Zambia | Classroom | USD 1,325 per delegate | Register Now |
| 8 to 12 March 2027 | Online | Online | R8,500 per delegate | Register Now |
| 15 to 19 March 2027 | Harare, Zimbabwe | Classroom | USD 1,325 per delegate | Register Now |