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| Section | Weight | Objectives |
|---|
| Fundamentals | 11-20% | - Basic terms and framework - Architecture and landscape components - Core concepts of SAP BW/4HANA and SAP Business Data Cloud
|
| SAP BW/4HANA Data Flow | <=10% | - Data loading and delta handling - Process chains for scheduling and monitoring - Transformations and Data Transfer Processes
|
| InfoObjects and InfoProviders | 11-20% | - Open ODS Views and Composite Providers - InfoProvider types and usage scenarios - InfoObject types, properties and modeling
|
| SAP BW/4HANA Project and the Modeling Process | <=10% | - Project lifecycle and methodology - Implementation best practices - Modeling guidelines and collaboration
|
| SAP BW/4HANA Modeling | 11-20% | - Modeling tools and workflows - DataStore Objects (advanced) design - LSA++ architecture and best practices
|
| SAP Analytics Tools and SAP Analytics Cloud | <=10% | - Integration with SAP Analytics Cloud - Reporting and analysis capabilities - Analysis for Microsoft Office
|
| Data Acquisition into SAP BW/4HANA | 11-20% | - ODP and CDS-based extraction - Extraction from SAP and non-SAP sources - DataSource replication and activation
|
| Native SAP HANA Modeling | 11-20% | - Calculation views and HDI objects - Mixed modeling scenarios - Integration between BW/4HANA and SAP HANA
|
| SAP BW Query Design | 11-20% | - Query creation and components - Calculated and restricted key figures - Filters, variables and conditions - Performance optimization
|
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SAP Certified Associate - Data Engineer - SAP BW/4HANA Sample Questions (Q25-Q30):
NEW QUESTION # 25
Which join types can you use in a Composite Provider? Note: There are 3 correct answers to this question.
- A. Text join
- B. Inner join
- C. Full Outer join
- D. Temporal hierarchy join
- E. Referential join
Answer: B,C,E
NEW QUESTION # 26
Why do you set Read Access Type to "SAP HANA View" in a BW InfoObject?
- A. To use the InfoObject as an association within an Open ODS view
- B. To generate an SAP HANA calculation view, data category Dimension
- C. To enable parallel loading of master data texts
- D. To report master data attributes which are defined in calculation views
Answer: B
NEW QUESTION # 27
Which solution enables advanced Al and machine learning models on combined SAP and third-party data?
- A. SAP AI Launchpad
- B. SAP Analytics Cloud
- C. SAP Databricks
- D. SAP Datasphere
Answer: C
NEW QUESTION # 28
How does SAP position SAP Datasphere in supporting business users? Note: There are 3 correct answers to this question.
- A. Business users can upload their own CSV files.
- B. Business users can create restricted and calculated columns based on existing models.
- C. Business users can create agile models from different sources.
- D. Business users can leverage embedded analytic Fiori apps for data analysis.
- E. Business users can allocate system resources without IT involvement.
Answer: A,B,C
NEW QUESTION # 29
Your company manufactures products with country-specific serial numbers.
For this scenario, you have created 3 custom characteristics with the technical names "PRODUCT", "COUNTRY" and "SERIAL_NO". How do you need to model the characteristic "PRODUCT" to store different attribute values for serial numbers?
- A. Use "COUNTRY" as a navigation attribute for "PRODUCT".
- B. Use "SERIAL_NO" as compounding characteristic for "PRODUCT".
- C. Use "SERIAL_NO" as a transitive attribute for "PRODUCT".
- D. Use "COUNTRY" as compounding characteristic for "PRODUCT".
Answer: B
NEW QUESTION # 30
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