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SAP C-BW4H-2404 Exam Syllabus Topics:

Topic	Details
Topic 1	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 2	Fundamentals: This portion explores key terminologies, principles, and benefits of SAP BW 4HANA built on SAP HANA technology.
Topic 3	SAP BW Query Design: This portion encompasses the development and implementation of BW queries in the SAP BW 4HANA environment.
Topic 4	SAP Datasphere: This part investigates the implementation of SAP Datasphere, encompassing its modeling components and the SAP BW bridge capabilities.
Topic 5	Data Governance, Security, and Authorization: This part concentrates on safeguarding assets and information within SAP BW 4HANA and SAP HANA ecosystems.

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SAP Certified Associate - Data Engineer - Data Fabric Sample Questions (Q80-Q85):

NEW QUESTION # 80
What are the possible ways to fill a pre-calculated value set (bucket)? Note: There are 3 correct answers to this question.

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

Answer: A,C,E

NEW QUESTION # 81
Your company manufactures products with country-specific serial numbers.
For this scenario you have created 3 custom characteristics with the technical names "PRODUCT"
"COUNTRY" "SERIAL_NO".
How do you need to model the characteristic "PRODUCT" to store different attribute values for serial numbers?

A. Use "COUNTRY" as a navigation attribute for "PRODUCT".
B. Use "COUNTRY" as a compounding characteristic for "PRODUCT".
C. Use "SERIAL_NO" as a transitive attribute for "PRODUCT".
D. Use "SERIAL_NO" as a compounding characteristic for "PRODUCT".

Answer: D

Explanation:
* Compounding Characteristics for Unique Identification:
* To ensure unique identification of serial numbers at the product level,SERIAL_NOmust be compounded withPRODUCT.
* This allows the system to distinguish between different serial numbers for the same product.
* Why SERIAL_NO is Compounded (Answer D):
* Serial numbers vary per product, and compounding creates a unique key by combining both fields.
* Navigation Attribute (Option A):Navigation attributes are used for hierarchical or related data, not for uniqueness.
* Transitive Attribute (Option B):Transitive attributes do not resolve the need for unique combinations.
* COUNTRY as Compounding (Option C):COUNTRY is not relevant for distinguishing serial numbers.
Incorrect Options:References:
* SAP Help Portal - Compounding Characteristics in BW/4HANA
* SAP Data Modeling Best Practices Guide

NEW QUESTION # 82
You create a transformation from a DataSource to a DataMart Data Store object (advanced) All key figures are updated as Sum.
Which Delta methods indicate that the DataSource provides consistent information for this target? Note:
There are 2 correct answers to this question.

A. AIE
B. ABR
C. ADD
D. AIM

Answer: A,C

Explanation:
* B. ADD: This delta method indicates that the DataSource provides consistent information for this target.
It means that the DataSource delivers additive delta records with after images, which are updated directly in the delta queue. This can support sum aggregation for key figures12.
* D. AIE: This delta method indicates that the DataSource provides consistent information for this target.
It means that the DataSource delivers additive delta records with after images, which are updated in the extraction queue and then transferred to the delta queue. This can support sum aggregation for key figures13.
Reference:
* 1 https://wiki.scn.sap.com/wiki/display/BI/Delta+type+in+BW+Extractors
* 2 https://help.sap.com/doc/saphelp_nw73ehp1/7.31.19/en-
US/4f/18f6aa3fca410ae10000000a42189d/content.htm
* 3 https://help.sap.com/doc/saphelp_nw73ehp1/7.31.19/en-
US/4f/18f6b13fca410ae10000000a42189d/content.htm

NEW QUESTION # 83
What are some of the variable types n a BW query that can use the processing tupe SAP HANA Exit.
Note: There are 2 correct answers to this question.

A. Text
B. Charateristic value
C. Hierarchy node
D. Formula

Answer: B,C

Explanation:
* C. Characteristic value: This type of variable can use the SAP HANA Exit processing type to determine default values for variables using an AMDP class implementation. This can improve the performance and flexibility of queries that are generated as external SAP HANA views12.
* D. Hierarchy node: This type of variable can use the SAP HANA Exit processing type to determine default values for variables using an AMDP class implementation. This can improve the performance and flexibility of queries that are generated as external SAP HANA views12.
Reference:
* 1 https://help.sap.com/docs/r/107a6e8a38b74ede94c833ca3b7b6f51/1.0.8/en- US/b77f3073e9d842d6959e03e74dcefa09.html
* 2 https://blogs.sap.com/2017/09/29/usage-of-sap-hana-exit-variables-for-a-standard-reporting-scenario/

NEW QUESTION # 84
How does SAP position SAP Datasphere in supporting business users? Note: There are 3 correct answers to this question.

A. Business users can upload their own CSV files.
B. Business users can allocate system resources without IT involvement.
C. Business users can create agile models from different sources.
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,C,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 # 85
......

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