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

1. For a report, you would like to highlight the deviation from predefined threshold values for a key figure. Which BW query feature do you use?

A) Formula cell
B) Condition
C) Key figure property
D) Exception

2. Which solution enables advanced Al and machine learning models on combined SAP and third-party data?

A) SAP Datasphere
B) SAP Analytics Cloud
C) SAP Databricks
D) SAP AI Launchpad

3. You want to build an SAP HANA HDI calculation view of data category CUBE, but you get a "no measure defined" error. For the business requirement, a measure does not make sense.
Besides changing the data category to DIMENSION, what do you have to do?

A) Switch from an aggregation node to a projection node.
B) Switch from a projection node to an aggregation node.
C) Switch from a projection node to a star join node.
D) Switch from an aggregation node to a star join node.

4. You created an Open ODS View on an SAP HANA database table to virtually consume the data in SAP BW/4HANA. Real-time reporting requirements have now changed and you are asked to persist the data in SAP BW/4HANA.
Which objects are created when using the "Generate Data Flow" function in the Open ODS View editor? Note: There are 3 correct answers to this question.

A) SAP HANA calculation view
B) CompositeProvider
C) Data source
D) DataStore object (advanced)
E) Transformation

5. You created a generic DataSource in SAP ERP, but did not release the DataSource for Operational Data Provisioning (ODP). What is the effect in SAP BW/4HANA?

A) The ODP DataSource has to be created using the ODP_SAP source system type.
B) The ODP DataSource has to be created using the ODP HANA source system type.
C) The ODP DataSource cannot be replicated using the ODP_SAP source system type.
D) The ODP DataSource can be generated using the DataFlow generation feature.

Solutions: