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| Section | Weight | Objectives |
|---|
| 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 Modeling | 11-20% | - DataStore Objects (advanced) design - LSA++ architecture and best practices - Modeling tools and workflows
|
| 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% | - Implementation best practices - Project lifecycle and methodology - Modeling guidelines and collaboration
|
| Fundamentals | 11-20% | - Architecture and landscape components - Basic terms and framework - Core concepts of SAP BW/4HANA and SAP Business Data Cloud
|
| SAP Analytics Tools and SAP Analytics Cloud | <=10% | - Reporting and analysis capabilities - Integration with SAP Analytics Cloud - Analysis for Microsoft Office
|
| Native SAP HANA Modeling | 11-20% | - Mixed modeling scenarios - Calculation views and HDI objects - Integration between BW/4HANA and SAP HANA
|
| SAP BW/4HANA Data Flow | <=10% | - Data loading and delta handling - Transformations and Data Transfer Processes - Process chains for scheduling and monitoring
|
| SAP BW Query Design | 11-20% | - Query creation and components - Filters, variables and conditions - Calculated and restricted key figures - Performance optimization
|
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SAP Certified Associate - Data Engineer - SAP BW/4HANA Sample Questions (Q71-Q76):
NEW QUESTION # 71
How does SAP Business Data Cloud facilitate the use of diverse data sources for Al-powered analytics?
- A. By transforming raw data from diverse sources into a standardized format
- B. By integrating diverse data sources through custom APIs
- C. By centralizing data from both SAP and non-SAP sources into a unified semantic layer
- D. By providing a secure platform for storing and managing diverse data sets
Answer: C
NEW QUESTION # 72
Which features of an SAP BW/4HANA InfoObject are intended to reduce physical data storage space? Note: There are 2 correct answers to this question.
- A. Compounding characteristic
- B. Reference characteristic
- C. Enhanced master data update
- D. Transitive attribute
Answer: B,D
NEW QUESTION # 73
Which external hierarchy properties can be changed in the query definition? Note: There are 3 correct answers to this question.
- A. Position of child nodes
- B. Time dependency
- C. Expand to level
- D. Sort direction
- E. Display text nodes
Answer: A,C,D
NEW QUESTION # 74
Which objects' values can be affected by the key date in a BW query? Note: There are 3 correct answers to this question.
- A. Display attributes
- B. Hierarchies
- C. Basic key figures
- D. Time characteristics
- E. Navigation attributes
Answer: A,B,E
NEW QUESTION # 75
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. Change the order of the fields in the target table.
- B. Define sorting properties for a target table field.
- C. Switch the table type between row store and column store.
- D. Remove leading zeroes for a target table field.
- E. Adjust the suggested data type of the target table fields.
Answer: A,C,E
NEW QUESTION # 76
......
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