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| Section | Objectives |
|---|
| Reporting and Analytics | - Query design and execution
- 1. OLAP analysis and reporting
- 2. BEx Query Designer concepts
- SAP Analytics tools integration
- 1. SAP Analytics Cloud connectivity
- 2. SAP Analysis for Office
|
| Data Engineering in SAP BW/4HANA | - SAP BW/4HANA Architecture and Concepts
- 1. System architecture overview
- 2. Data flow and data warehousing concepts
- Data Modeling
- 1. CompositeProviders and transformations
- 2. Advanced DataStore Objects (aDSO)
- 3. InfoProviders and modeling objects
|
| Data Integration and Extraction | - Data provisioning methods
- 1. SAP Data Services and SLT
- 2. ODP-based extraction
- Source system connectivity
- 1. SAP and non-SAP source integration
- 2. Real-time data acquisition
|
| SAP BW/4HANA Administration and Operations | - System management
- 1. Monitoring and performance optimization
- 2. Transport management
- Data lifecycle management
- 1. Process chains
- 2. Data archiving concepts
|
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SAP Certified Associate - Data Engineer - SAP BW/4HANA Sample Questions (Q47-Q52):
NEW QUESTION # 47
Which of the Augmented Analytics Smart Features in SAP Analytics Cloud generates multi-tabbed stories with Overview, Key Influencers, Unexpected Values, and Simulation tabs?
- A. Smart Discovery
- B. Search to Insight
- C. Smart Predict
- D. Predictive Forecast
Answer: A
NEW QUESTION # 48
Which solution enables advanced Al and machine learning models on combined SAP and third-party data?
- A. SAP Datasphere
- B. SAP Databricks
- C. SAP AI Launchpad
- D. SAP Analytics Cloud
Answer: B
NEW QUESTION # 49
You want to set up the replication process for the SAP Landscape Transformation Replication Server. Which actions can you define for a specific table? Note: There are 3 correct answers to this question.
- A. Set the reading type and portion sizes
- B. Apply customizing settings to the database redo logs
- C. Apply mapping rules during the replication
- D. Convert Unicode to non-Unicode
- E. Change or enrich the table structure
Answer: C,D,E
NEW QUESTION # 50
Which are purposes of the Open Operational Data Store layer in the layered scalable architecture (LSA++) of SAP BW/4HANA? Note: There are 2 correct answers to this question.
- A. Initial staging of source system data
- B. Real-time reporting on source system data without staging
- C. Harmonization of data from several source systems
- D. Transformations on data based on business logic
Answer: B,C
NEW QUESTION # 51
Which SAP solutions can leverage the Write Interface for DataStore objects (advanced) to push data into the inbound table of DataStore objects (advanced)? Note: There are 2 correct answers to this question.
- A. SAP Data Services
- B. SAP Datasphere
- C. SAP Landscape Transformation Replication Server
- D. SAP Process Integration
Answer: A,C
NEW QUESTION # 52
......
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