Get A00-223 Dumps (V8.02) to Practice the Latest A00-223 Questions: Effective Data Curation for SAS Data Scientists Exam Preparation Starts with DumpsBase

1. In SAS Federation Server, _______ is used to secure access to data by defining roles and permissions.

2. In SAS Event Stream Processing, what is the role of a window?

3. When using the DataFlux Data Management Studio, what feature allows you to visually interpret data profile results?

4. Which SAS procedure is used to apply QKB transformations to clean and standardize data?

5. Which of the following is a technique used for real-time data processing in big data systems?

6. What is the role of a data custodian?

7. You are required to combine data from two different tables in SAS Data Integration Studio, based on common fields.

Which node would you use to accomplish this task?

8. Which component of SAS Event Stream Processing Studio is used to define the logic for handling streaming data?

9. Which node allows users to extract data from source tables in SAS Data Integration Studio?

10. You are tasked with registering a new table in SAS Data Integration Studio and need to write a simple program to load data into this table. The following code snippet is provided.

What is the missing line to complete the process of loading data from the source_data to the target_table?

proc sql;

create table target_table as

select * from source_data;

________;

quit;

11. You have a dataset with missing values and want to ensure data quality before proceeding with analysis.

Which steps should you take to clean and handle missing values in SAS Data Integration Studio?

12. You are asked to configure DataFlux Data Management Studio to perform data parsing on a customer dataset.

Which steps would you take in the interface?

13. In DataFlux Data Management Studio, which node is used to standardize data into a consistent format?

14. The _______ feature of SAS Federation Server allows you to combine data from multiple sources into a single virtual view without physically moving the data.

15. Which of the following is a technique used for distributed data storage in big data systems?

16. Which of the following is an example of an adapter used in SAS Event Stream Processing (ESP)?

17. Which of the following transformations in SAS Data Integration Studio is used to filter data?

18. You need to process a large dataset stored in HDFS using Pig Latin.

What steps would you take to define, load, and process the data?

19. What is the main function of SAS Data Integration Studio?

20. What does a SAS Data Integration Studio process flow represent?

21. You use the PROC DQSRVSVC in a SAS program to pass data to a service that was written in DataFlux Data Management Studio.

Where does the service execute and process the data?

22. What type of processing is enabled by SAS Event Stream Processing?

23. What is the purpose of data archiving?

24. What is data integration?

25. In SAS Data Quality Server, which SAS code would you use to apply a QKB standardization definition to a dataset?

proc dqscheme data=input_data out=output_data;

dqscheme standardize name;

run;

26. Which component allows users to combine data from multiple tables in SAS Data Integration Studio?

27. Which feature of Pig Latin allows for easy parallelization of tasks?

28. What is data virtualization?

29. Which HiveQL statement is used to retrieve data from a Hive table?

30. What is the purpose of data deduplication in big data processing?

31. What is the role of a data architect?

32. Which of the following nodes is used to merge two or more data sets based on common variables?

33. Which SAS tool is used to manage business terms and definitions in the context of data governance?

34. In the Hadoop ecosystem, the _______ component provides a query engine and warehouse infrastructure that supports SQL-like queries.

35. What does the MapReduce framework in Hadoop help achieve?

36. The __________ file contains metadata about QKB components that allow them to be applied in data quality transformations.

37. Which of the following is a machine learning technique used for big data analytics?

38. You are writing a DS2 program to read data from a Hive table.

Which code block correctly defines a DS2 thread for reading Hive data?

thread read_hive_data / overwrite=yes;

method run();

set hive.my_table;

**INSERT YOUR CODE HERE**

end;

endthread;

39. What is the purpose of a precode transformation in SAS Data Integration Studio?

40. What is data governance framework?