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| Section | Weight | Objectives |
|---|
| Fundamentals | 11-20% | - Basic terms and framework - Core concepts of SAP BW/4HANA and SAP Business Data Cloud - Architecture and landscape components
|
| InfoObjects and InfoProviders | 11-20% | - Open ODS Views and Composite Providers - InfoObject types, properties and modeling - InfoProvider types and usage scenarios
|
| SAP BW/4HANA Modeling | 11-20% | - DataStore Objects (advanced) design - LSA++ architecture and best practices - Modeling tools and workflows
|
| SAP BW/4HANA Data Flow | <=10% | - Transformations and Data Transfer Processes - Process chains for scheduling and monitoring - Data loading and delta handling
|
| SAP Analytics Tools and SAP Analytics Cloud | <=10% | - Reporting and analysis capabilities - Analysis for Microsoft Office - Integration with SAP Analytics Cloud
|
| SAP BW/4HANA Project and the Modeling Process | <=10% | - Implementation best practices - Modeling guidelines and collaboration - Project lifecycle and methodology
|
| Data Acquisition into SAP BW/4HANA | 11-20% | - DataSource replication and activation - ODP and CDS-based extraction - Extraction from SAP and non-SAP sources
|
| Native SAP HANA Modeling | 11-20% | - Integration between BW/4HANA and SAP HANA - Calculation views and HDI objects - Mixed modeling scenarios
|
| SAP BW Query Design | 11-20% | - Performance optimization - Calculated and restricted key figures - Query creation and components - Filters, variables and conditions
|
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SAP Certified Associate - Data Engineer - SAP BW/4HANA Sample Questions (Q42-Q47):
NEW QUESTION # 42
Which recommendations should you follow to optimize BW query performance? Note: There are 3 correct answers to this question.
- A. Dereference reusable filters
- B. Use the include mode within filter restrictions
- C. Create linked components
- D. Include fewer drill-down characteristics in the initial view
- E. Use mandatory characteristic value variables
Answer: B,D,E
NEW QUESTION # 43
Which objects' values can be affected by the key date in a BW query? Note: There are 3 correct answers to this question.
- A. Time characteristics
- B. Navigation attributes
- C. Basic key figures
- D. Display attributes
- E. Hierarchies
Answer: B,D,E
NEW QUESTION # 44
What are the possible ways to fill a pre-calculated value set (bucket)? Note: There are 3 correct answers to this question.
- A. By using a query (update value set by query)
- B. By entering the values manually
- C. By accessing an SAP HANA HDI Calculation View of data category Dimension
- D. By using a transformation and data transfer process (DTP)
- E. By referencing a table
Answer: A,B,E
NEW QUESTION # 45
How does SAP Business Data Cloud facilitate the use of diverse data sources for Al-powered analytics?
- A. By providing a secure platform for storing and managing diverse data sets
- B. By centralizing data from both SAP and non-SAP sources into a unified semantic layer
- C. By transforming raw data from diverse sources into a standardized format
- D. By integrating diverse data sources through custom APIs
Answer: B
NEW QUESTION # 46
You defined a condition in a BW query for the top 10 of 100 customers based on sales revenue.
Using key figure properties in the BW query, which two scenarios regarding result presentation can be achieved? Note: There are 2 correct answers to this question.
- A. One result row with the sales revenue sum of the top 10 customers and a second result row with the sales revenue sum of the other 90 customers
- B. One result row with the sales revenue sum of all 100 customers
- C. One result row with the sales revenue sum of the top 10 customers
- D. One result row with the sales revenue sum of the top 10 customers and a second result row with the sales revenue sum of all 100 customers
Answer: A,C
NEW QUESTION # 47
......
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