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SAP Certified Associate - Data Engineer - SAP BW/4HANA Sample Questions (Q53-Q58):

NEW QUESTION # 53
You create an SAP HANA HDI Calculation View.What are some of the reasons to choose the data category Cube with Star Join instead of data category Dimension? Note: There are 3 correctanswers to this question.

A. You can create restricted columns.
B. You can aggregate measures as a sum.
C. You can combine master data transactional data.
D. You can persist transactional data.
E. You can provide default time characteristics.

Answer: B,C,D

NEW QUESTION # 54
You use a measure with semantic type "Amount with Currency Code" in your SAP HANA HDI calculation view.Which kind of currency reference can be assigned to the measure?Note: There are 2 correctanswers to this question.

A. A variable in the same SAP HANA view
B. Another column of the same SAP HANA view
C. A fixed currency from table TCURC
D. Acolumn from another SAP HANA view

Answer: A,B

NEW QUESTION # 55
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 upload their own CSV files.
C. Business users can create restricted calculated columns based on existing models.
D. Business users can create agile models from different sources.
E. Business users can allocate system resources without IT involvement.

Answer: A,B,D

Explanation:
SAP Datasphere (formerly known as SAP Data Warehouse Cloud) is designed to empower business users by providing self-service capabilities while maintaining governance and scalability. Let's analyze each option to determine why A, B, and E are correct:
* Explanation: SAP Datasphere allows business users to create agile data models by integrating data from various sources, such as on-premise systems, cloud applications, and external datasets. This flexibility enables users to build models that reflect their specific business needs without heavy reliance on IT.
*The platform provides tools like the "Data Builder" and "Space Management" to facilitate the creation of models from diverse data sources. These tools are designed to be user-friendly, enabling business users to work independently.
2. Business users can leverage embedded analytic Fiori apps for data analysis (Option B)Explanation:
SAP Datasphere integrates with SAP Analytics Cloud (SAC) and other analytics tools, allowing business users to leverage embedded Fiori apps for data analysis. These apps provide pre-built dashboards and visualizations, enabling users to perform advanced analytics without requiring technical expertise.
Reference: Embedded analytics in SAP Datasphere supports real-time insights and decision-making, aligning with SAP's vision of empowering business users through intuitive tools.
3. Business users can allocate system resources without IT involvement (Option C)Explanation: While SAP Datasphere provides self-service capabilities, resource allocation (e.g., memory, CPU, storage) is typically managed at the administrative level to ensure optimal performance and governance. Business users do not have direct control over system resources to prevent misuse or over-allocation.
Reference: Resource management in SAP Datasphere is governed by administrators who define quotas and limits for spaces and users. This ensures that the system remains stable and scalable.
4. Business users can create restricted calculated columns based on existing models (Option D) Explanation: Creating restricted calculated columns requires a deeper understanding of data modeling and SQL scripting, which is typically beyond the scope of business users. This task is more suited for data engineers or power users who have technical expertise.
Reference: While SAP Datasphere supports advanced modeling features, these are often used by technical users rather than business users.
5. Business users can upload their own CSV files (Option E)Explanation: SAP Datasphere allows business users to upload CSV files directly into their spaces. This feature enables users to incorporate their own data into the platform for analysis and modeling, fostering agility and collaboration.
Reference: The ability to upload CSV files is part of SAP Datasphere's self-service capabilities, empowering business users to integrate personal or departmental data without IT intervention.

NEW QUESTION # 56
How does integrating SAP Databricks within SAP Business Data Cloud reduce IT overhead for customers?

A. By automating data ingestion pipelines
B. By streamlining data governance processes and minimizing the need for complex data security configurations
C. By providing pre-built connectors to various data sources
D. By eliminating the need for rebuilding data structures and business logic externally

Answer: A,D

NEW QUESTION # 57
What are the prerequisites for deleting business partner attribute master data in SAP BW/4HANA? Note:
There are 2 correctanswers to this question.

A. In SAP BW/4HANA there must be no hierarchy data related to business partner values that should be deleted.
B. In SAP BW/4HANA there must be no analysis authorizations related to business partner values that should be deleted
C. There must be no transaction data in a DataStore Object (advanced) referring to business partner values that should be deleted.
D. There must be no BW query as InfoProvider in SAP BW/4HANA that uses business partner as a free characteristic.

Answer: A,C

NEW QUESTION # 58
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