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

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

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

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

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

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

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

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

5. Which SAP solutions can leverage the Write Interface for DataStore objects (advanced) to push data into the inbound table of DataStore objects (advanced)? Note: There are 2 correct answers to this question.

A) SAP Process Integration
B) SAP Landscape Transformation Replication Server
C) SAP Datasphere
D) SAP Data Services

Solutions: