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SAP Certified Associate - Data Engineer - SAP BW/4HANA Sample Questions:

1. 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 on data based on business logic
B) Harmonization of data from several source systems
C) Real-time reporting on source system data without staging
D) Initial staging of source system data

2. You want to create an HDI Calculation View (data category Dimension) and integrate it into an HDI Calculation View (data category Cube with Star Join) of the same HDI container.
What is the first required step you need to take?

A) Create a synonym for the HDI Calculation View (data category Dimension).
B) Create and build the HDI Calculation View (data category Dimension).
C) Create and build the HDI Calculation View (data category Cube with Star Join).
D) Create a synonym for the HDI Calculation View (data category Cube with Star Join).

3. What are the main challenges companies face that want to make data-driven decisions? Note: There are 3 correct answers to this question.

A) Boost confidence in the quality of their data
B) Uncover the hidden potential in their business by unlocking seamless access to critical insights.
C) Harness the power of fragmented, unstructured data sources to turn them into valuable business insights.
D) Simplify the data landscape to reduce costs and accelerate insights.
E) Unlock a new dimension of insights, advanced analytics, and Al capabilities.

4. Which join types can you use in a Composite Provider? Note: There are 3 correct answers to this question.

A) Text join
B) Referential join
C) Temporal hierarchy join
D) Full Outer join
E) Inner join

5. What are the reasons for implementing Composite Providers? Note: There are 2 correct answers to this question.

A) To directly expose an SAP HANA table from an external schema
B) To provide a virtual data mart layer that combines existing BW models
C) To provide an interface for BW queries
D) To persist combined data for reporting

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