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

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

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

2. In an SAP HANA HDI Calculation View, you need to combine attributes data (left table) and the data's language-dependent texts (right table) using a text join. What should you select to restrict the result set to the logon language?

A) The logon language in the left table
B) The language column in the right table
C) The language column in the left table
D) The join cardinality between both tables

3. Which layer of the layered scalable architecture (LSA++) of SAP BW/4HANA is designed as the main storage for harmonized consistent data?

A) Open Operational Data Store Layer
B) Data Acquisition layer
C) Virtual Data Mart layer
D) Flexible Enterprise Data Warehouse Core layer

4. How does SAP Business Data Cloud facilitate the use of diverse data sources for Al-powered analytics?

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

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

Solutions: