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Free PDF 2025 The Best C-BW4H-2404: SAP Certified Associate - Data Engineer - Data Fabric Latest Study Guide

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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

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 4

Fundamentals: This portion explores key terminologies, principles, and benefits of SAP BW
4HANA built on SAP HANA technology.

Topic 5

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

Topic 6

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

Topic 7

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

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SAP Certified Associate - Data Engineer - Data Fabric Sample Questions (Q45-Q50):

NEW QUESTION # 45
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 correct answers to this question.

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

Answer: B,D

NEW QUESTION # 46
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. Transformations of data based on business logic
B. Initial staging of source system data
C. Real-time reporting on source system data without staging
D. Harmonization of data from several source systems

Answer: B,D

Explanation:
TheOpen Operational Data Store (ODS)layer in theLayered Scalable Architecture (LSA++)of SAP BW
/4HANA plays a critical role in managing and processing data as part of the overall data warehousing architecture. The Open ODS layer is designed to handle operational and near-real-time data requirements while maintaining flexibility and performance. Below is an explanation of the purposes of this layer and why the correct answers areAandC.
* A. Harmonization of data from several source systems
* The Open ODS layer is often used to harmonize data from multiple source systems. This involves consolidating and standardizing data from different sources into a unified format.
* For example, if you have sales data coming from different ERP systems with varying structures or naming conventions, the Open ODS layer can be used to align these differences before the data is further processed or consumed for reporting.

NEW QUESTION # 47
You created an Open ODS view of type Facts.
With which object types can you associate a field in the Characteristics folder? Note: There are 2 correct answers to this question.

A. Open ODS view of type Facts
B. HDI Calculation View of data category Dimension
C. InfoObject of type Characteristic
D. Open ODS view of type Master Data

Answer: C,D

Explanation:
A. Open ODS view of type Master Data:
* Fields in the Characteristics folder of an Open ODS view can be associated with an Open ODS view representing master data.
B. InfoObject of type Characteristic:
* Characteristics in BW can be directly linked to fields in the Open ODS view, enabling standardized master data modeling.
References:SAP BW/4HANA Open ODS View documentation (SAP Help Portal).

NEW QUESTION # 48
Which of the Augmented Analytics Smart Features in SAP Analytics Cloud generates fully populated, multi-tabbed stories?

A. Search to insight
B. Smart Discovery
C. Smart Predict
D. Forecasting

Answer: B

NEW QUESTION # 49
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 "SERIAL_NO" as a compounding characteristic for "PRODUCT".
B. Use "SERIAL_NO" as a transitive attribute for "PRODUCT".
C. Use "COUNTRY" as a compounding characteristic for "PRODUCT".
D. Use "COUNTRY" as a navigation attribute for "PRODUCT".

Answer: A

NEW QUESTION # 50
......

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