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SAP C_P2WBW_2505 Exam Syllabus Topics:

Section	Objectives
SAP BW/4HANA Administration and Operations	- Data lifecycle management 1. Data archiving concepts 2. Process chains - System management 1. Monitoring and performance optimization 2. Transport management
Data Engineering in SAP BW/4HANA	- SAP BW/4HANA Architecture and Concepts 1. System architecture overview 2. Data flow and data warehousing concepts - Data Modeling 1. InfoProviders and modeling objects 2. Advanced DataStore Objects (aDSO) 3. CompositeProviders and transformations
Reporting and Analytics	- Query design and execution 1. OLAP analysis and reporting 2. BEx Query Designer concepts - SAP Analytics tools integration 1. SAP Analytics Cloud connectivity 2. SAP Analysis for Office
Data Integration and Extraction	- Source system connectivity 1. Real-time data acquisition 2. SAP and non-SAP source integration - Data provisioning methods 1. SAP Data Services and SLT 2. ODP-based extraction

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SAP Certified Associate - Data Engineer - SAP BW/4HANA Sample Questions (Q78-Q83):

NEW QUESTION # 78
How does SAP Business Data Cloud facilitate the use of diverse data sources for Al-powered analytics?

A. By providing a secure platform for storing and managing diverse data sets
B. By centralizing data from both SAP and non-SAP sources into a unified semantic layer
C. By integrating diverse data sources through custom APIs
D. By transforming raw data from diverse sources into a standardized format

Answer: B

NEW QUESTION # 79
What are benefits of using an InfoSource in a data flow? Note: There are 2 correct answers to this question.

A. Realizing direct access to source data without storing them
B. Providing the delta extraction information of the source data
C. Splitting a complex transformation into simple parts without storing intermediate data
D. Enabling a data transfer process (DTP) to execute multiple sequential transformations

Answer: A,C

NEW QUESTION # 80
What should you consider when you set the High Cardinality flag for a characteristic? Note: There are 2 correct answers to this question.

A. You cannot load more than 2 billion master data records for this characteristic.
B. You cannot use this characteristic as a navigation attribute for another characteristic.
C. You cannot use navigation attributes for this characteristic.
D. You cannot use this characteristic as an external characteristic in hierarchies.

Answer: B,D

NEW QUESTION # 81
In an SAP HANA smart data integration flowgraph, which transformation options are available? Note: There are 3 correct answers to this question.

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

Answer: A,B,E

NEW QUESTION # 82
How does SAP position SAP Datasphere in supporting business users? Note: There are 3 correct answers to this question.

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

Answer: A,B,E

NEW QUESTION # 83
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