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Pass C_BW4H_2404 Test & C_BW4H_2404 Exam Quick Prep

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SAP C_BW4H_2404 Exam Syllabus Topics:

Topic
Details

Topic 1

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 2

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 3

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

Topic 4

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

Topic 5

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

Topic 6

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 7

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

Topic 8

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 (Q24-Q29):

NEW QUESTION # 24
Which types of values can be protected by analysis authorizations? Note: There are 2 correct answers to this question.

A. Hierarchy node values
B. Characteristic values
C. Key figure values
D. Display attribute values

Answer: A,C

NEW QUESTION # 25
In an SAP HANA smart data integration flowgraph, which transformation options are available? Note:
There are 3 correct answers to this question.

A. Execute a stored procedure
B. Execute an SAP HANA analysis process
C. Split datasets
D. Call an ABAP function module
E. Combine datasets

Answer: A,C,E

NEW QUESTION # 26
For which requirements do you suggest an SAP HANA modeling focus rather than an SAPBW/4HANA modeling focus? Note: There are 2 correct answers to this question.

A. Finding the best match using a fuzzy search
B. Loading snapshots or deltas from different sources on a periodic basis
C. Leveraging SQL in-house knowledge
D. Reporting on a harmonized set of master data

Answer: A,C

Explanation:
When deciding betweenSAP HANA modelingandSAP BW/4HANA modeling, it is essential to consider the specific requirements of the use case. SAP HANA modeling focuses on leveraging the native capabilities of the SAP HANA database, such as advanced analytics, SQL-based development, and real-time processing. In contrast, SAP BW/4HANA modeling is better suited for structured data integration, harmonization, and reporting scenarios that require predefined data models and governance.
* Finding the best match using a fuzzy search (Option A):SAP HANA provides advanced analytical capabilities, includingfuzzy search, which allows you to find approximate matches for text-based data.
This feature is particularly useful for scenarios like name matching, address validation, or duplicate detection, where exact matches are not always possible.
* Fuzzy search is a native capability of SAP HANA and can be implemented directly in calculation views or SQL scripts.
* While SAP BW/4HANA can integrate with SAP HANA for such functionalities, it is more efficient to implement fuzzy search directly in SAP HANA modeling to take full advantage of its performance and flexibility.
* Leveraging SQL in-house knowledge (Option C):If your team has strong expertise in SQL and prefers to work with SQL-based development, SAP HANA modeling is the better choice. SAP HANA supports SQL scripting and development natively, allowing developers to create complex logic, transformations, and calculations directly in the database layer.
* SAP BW/4HANA, on the other hand, uses a more structured modeling approach (e.g., transformations, DTPs) that may not fully leverage SQL skills.
* By focusing on SAP HANA modeling, you can maximize the use of in-house SQL expertise while maintaining high performance and flexibility.
* Loading snapshots or deltas from different sources on a periodic basis (Option B):This requirement is better suited for SAP BW/4HANA modeling. SAP BW/4HANA provides robust data integration capabilities, including Data Transfer Processes (DTPs) and process chains, which are specifically designed for loading and managing data from multiple sources. These tools offer built-in error handling, scheduling, and monitoring features that simplify periodic data loads.
* Reporting on a harmonized set of master data (Option D):Reporting on harmonized master data is a core strength of SAP BW/4HANA. SAP BW/4HANA excels at integrating, cleansing, and harmonizing data from disparate sources into a unified model. It also provides features like hierarchies, key figure calculations, and query design that are optimized for reporting. SAP HANA modeling, while powerful, does not inherently provide the same level of data governance and harmonization capabilities.
* SAP HANA Modeling Strengths:
* Real-time analytics and advanced algorithms (e.g., predictive analytics, graph processing).
* Flexibility for ad-hoc queries and custom SQL-based logic.
* Native support for advanced search features like fuzzy search.
* SAP BW/4HANA Modeling Strengths:
* Structured data integration and harmonization.
* Predefined data models and governance frameworks.
* Optimized for enterprise-wide reporting and analytics.
* SAP HANA Advanced Analytics Guide:This guide explains how to use SAP HANA's native capabilities, including fuzzy search and SQL scripting, for advanced analytics.
* Link:SAP HANA Advanced Analytics
* SAP BW/4HANA Data Integration Best Practices:This resource highlights the strengths of SAP BW
/4HANA in data integration, harmonization, and reporting scenarios.

NEW QUESTION # 27
Which source types are available to create a generic DataSource in SAP ERP? Note: There are 3 correct answers to this question.

A. HDI Calculation View
B. Database view
C. SAP query
D. ABAP function module
E. ABAP class method

Answer: B,C,D

NEW QUESTION # 28
What are some of the prerequisites for using SAP S/4HANA ABAP CDS views for extraction into SAP BW/4HANA in an ODP context? Note: There are 2 correct answers to this question.

A. The ABAP CDS views must be defined with the appropriate data extraction annotations.
B. The ABAP CDS views must be released through the program RODPS_OS_EXPOSE for BW extraction.
C. An ODP source system with context ODP_CDS must be created in SAP BW/4HANA.
D. The Operational Data Provisioning Framework must be configured in SAP BW/4HANA.

Answer: A,C

NEW QUESTION # 29
......

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