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SAP C_BW4H_2404 Exam Syllabus Topics:

Topic
Details

Topic 1

Data Governance, Security, and Authorization: This part concentrates on safeguarding assets and information within SAP BW
4HANA and SAP HANA ecosystems.

Topic 2

SAP Datasphere: This part investigates the implementation of SAP Datasphere, encompassing its modeling components and the SAP BW bridge capabilities.

Topic 3

SAP BW4HANA Project and Modeling Process: In this topic, candidates learn about how to design and implement efficient data models within environment of the SAP BW
4HANA.

Topic 4

Data Acquisition into SAP BW
4HANA: This section addresses the incorporation of diverse data origins into SAP BW
4HANA and the methodologies for data ingestion.

Topic 5

SAP BW Query Design: This portion encompasses the development and implementation of BW queries in the SAP BW
4HANA environment.

Topic 6

Data Modeling and Design: This segment delves into the attributes and features of modeling entities within SAP BW
4HANA and SAP HANA HDI frameworks.

Topic 7

Performance Optimization: This section scrutinizes elements associated with enhancing system efficiency.

Topic 8

SAP BW
4HANA Project and the Modeling Process: This segment offers direction on orchestrating SAP BW
4HANA initiatives.

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SAP Certified Associate - Data Engineer - Data Fabric Sample Questions (Q43-Q48):

NEW QUESTION # 43
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 all 100 customers
B. One result row with the sales revenue sum of the top 10 customers
C. One result row with the sales revenue sum of the top 10 customers a second result row with the sales revenue sum of all 100 customers
D. One result row with the sales revenue sum of the top 10 customers a second result row with the sales revenue sum of the other 90 customers

Answer: B,D

NEW QUESTION # 44
Which modeling decisions may have side effects on runtime performance?Note: There are 3 correct answers to this question.

A. Change a time-independent attribute of a characteristic to a time-dependent attribute.
B. Uncheck the "Write change log" property for a Stard DataStore Object.
C. Use a transitive attribute instead of an attribute that is directly assigned to a characteristic.
D. Move a characteristic within a DataMart DataStore object to a different group.
E. Include a characteristic from the underlying DataMart DataStore Object in the CompositeProvider instead of a navigation attribute.

Answer: B,C,E

Explanation:
* Transitive Attribute (Answer A):
* Using transitive attributes introduces additional joins in queries, increasing complexity and affecting performance.
* Disabling Change Log (Answer B):
* Unchecking the change log property can improve load performance but risks losing data change tracking, which may affect downstream reporting.
* Include Characteristics Directly (Answer E):
* Including a characteristic from the underlying DataMart DataStore object reduces runtime overhead compared to navigating attributes indirectly.
* Move Characteristics (Option C):Moving characteristics within a DataStore object has minimal impact on performance.
* Time-Dependent Attribute (Option D):Changing attributes to time-dependent adds metadata but does not significantly affect runtime performance.
Incorrect Options:References:
* SAP BW/4HANA Performance Optimization Guide

NEW QUESTION # 45
Which join types can you use in a CompositeProvider? Note: There are 3 correct answers to this question.

A. Referential join
B. Inner join
C. Full outer join
D. Text join
E. Hierarchy join

Answer: A,B,C

NEW QUESTION # 46
How does SAP position SAP Datasphere in supporting business users? Note: There are 3 correct answers to this question.

A. Business users can create agile models from different sources.
B. Business users can upload their own CSV files.
C. Business users can allocate system resources without IT involvement.
D. Business users can create restricted calculated columns based on existing models.
E. Business users can leverage embedded analytic Fiori apps for data analysis.

Answer: A,B,D

Explanation:
* Agile Models (Answer A):
* SAP Datasphere empowers business users to connect multiple data sources and create flexible, user-friendly models without IT dependencies.
* Restricted Calculated Columns (Answer D):
* Users can define restricted or calculated columns for advanced analytics using existing data models, enhancing decision-making capabilities.
* CSV Uploads (Answer E):
* The platform allows users to directly upload external data sources, such as CSV files, to enrich their analysis and models.
* Fiori Apps (Option B):Embedded Fiori apps are related to transactional systems, not Datasphere modeling.
* System Resource Allocation (Option C):Resource allocation typically requires IT involvement.
Incorrect Options:References:
* SAP Datasphere User Guide

NEW QUESTION # 47
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 transformation data transfer process (DTP)
B. By referencing a table
C. By entering the values manually
D. By using a BW query (update value set by query)
E. By accessing an SAP HANA HDI Calculation View of data category Dimension

Answer: B,C,D

NEW QUESTION # 48
......

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