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| Section | Weight | Objectives |
|---|
| SAP BW/4HANA Modeling | 11-20% | - LSA++ architecture and best practices - Modeling tools and workflows - DataStore Objects (advanced) design
|
| Fundamentals | 11-20% | - Core concepts of SAP BW/4HANA and SAP Business Data Cloud - Architecture and landscape components - Basic terms and framework
|
| Native SAP HANA Modeling | 11-20% | - Mixed modeling scenarios - Calculation views and HDI objects - Integration between BW/4HANA and SAP HANA
|
| SAP BW Query Design | 11-20% | - Query creation and components - Filters, variables and conditions - Performance optimization - Calculated and restricted key figures
|
| InfoObjects and InfoProviders | 11-20% | - InfoObject types, properties and modeling - Open ODS Views and Composite Providers - InfoProvider types and usage scenarios
|
| SAP Analytics Tools and SAP Analytics Cloud | <=10% | - Integration with SAP Analytics Cloud - Analysis for Microsoft Office - Reporting and analysis capabilities
|
| SAP BW/4HANA Project and the Modeling Process | <=10% | - Project lifecycle and methodology - Implementation best practices - Modeling guidelines and collaboration
|
| Data Acquisition into SAP BW/4HANA | 11-20% | - Extraction from SAP and non-SAP sources - DataSource replication and activation - ODP and CDS-based extraction
|
| SAP BW/4HANA Data Flow | <=10% | - Transformations and Data Transfer Processes - Data loading and delta handling - Process chains for scheduling and monitoring
|
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SAP Certified Associate - Data Engineer - SAP BW/4HANA Sample Questions (Q13-Q18):
NEW QUESTION # 13
Which recommendations should you follow to optimize BW query performance? Note: There are 3 correct answers to this question.
- A. Dereference reusable filters
- B. Include fewer drill-down characteristics in the initial view
- C. Use mandatory characteristic value variables
- D. Create linked components
- E. Use the include mode within filter restrictions
Answer: B,C,E
NEW QUESTION # 14
The Database Explorer in the Web IDE for SAP HANA provides a data file import wizard to create a table in SAP HANA from a flat file. What are possible actions after the system suggests the target structure? Note: There are 3 correct answers to this question.
- A. Switch the table type between row store and column store.
- B. Adjust the suggested data type of the target table fields.
- C. Change the order of the fields in the target table.
- D. Remove leading zeroes for a target table field.
- E. Define sorting properties for a target table field.
Answer: A,B,C
NEW QUESTION # 15
You create a DataStore object (advanced) using the "Data Mart DataStore Object" modeling property. Which behaviors are specific to this modeling property? Note: There are 2 correct answers to this question.
- A. The change log table will be filled only after data activation.
- B. Query results are shown only when data has been activated.
- C. The records are treated as if all characteristics are in the key.
- D. Reporting is done based on a union of the inbound and active tables.
Answer: C,D
NEW QUESTION # 16
How does SAP position SAP Datasphere in supporting business users? Note: There are 3 correct answers to this question.
- A. Business users can leverage embedded analytic Fiori apps for data analysis.
- B. Business users can allocate system resources without IT involvement.
- C. Business users can upload their own CSV files.
- D. Business users can create agile models from different sources.
- E. Business users can create restricted and calculated columns based on existing models.
Answer: C,D,E
NEW QUESTION # 17
Which layer of the layered scalable architecture (LSA++) of SAP BW/4HANA is designed as the main storage for harmonized consistent data?
- A. Virtual Data Mart layer
- B. Flexible Enterprise Data Warehouse Core layer
- C. Data Acquisition layer
- D. Open Operational Data Store Layer
Answer: B
NEW QUESTION # 18
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