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IBM Cloud Pak for Data v4.7 Architect Sample Questions (Q31-Q36):

NEW QUESTION # 31
What is Data Refinery best described as?

A. A graphical interface for database management
B. A tool for enhancing network security
C. A data integration and transformation tool
D. A physical data storage enhancement tool

Answer: C

NEW QUESTION # 32
When migrating DataStage, what are key considerations? (Select two)

A. Ensuring uninterrupted power supply during migration
B. Maintaining data encryption standards throughout the process
C. Checking the network bandwidth availability
D. Ensuring compatibility of data formats between old and new systems

Answer: B,D

NEW QUESTION # 33
How does Watson Discovery support effective knowledge management in an enterprise?

A. By prioritizing data deletion
B. By enabling intuitive data archiving
C. By limiting access to structured data only
D. By facilitating deep insights extraction from complex documents

Answer: D

NEW QUESTION # 34
Which Cloud Pak for Data service is used to cleanse and shape tabular data?

A. Watson Data
B. Data Refinery
C. Data Manager
D. Data Wrangler

Answer: B

Explanation:
Data Refinery is the dedicated data preparation service in IBM Cloud Pak for Data. It enables users to cleanse, shape, filter, and enrich tabular datasets through a graphical interface. Users can create data preparation flows that integrate seamlessly with Watson Studio and other services. Data Manager and Data Wrangler are not services available in CP4D, and Watson Data is not a recognized component. Data Refinery is the officially supported tool for this purpose.

NEW QUESTION # 35
In which situation would you specifically label nodes for DB2 workloads?

A. For reducing overall system performance
B. When all nodes are utilized for identical tasks
C. When node differentiation is unnecessary
D. To distinguish between different data or workload types

Answer: D

NEW QUESTION # 36
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