Free SAS Institute A00-415 Exam Questions

Become SAS Institute Certified with updated A00-415 exam questions and correct answers

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Total 155 Questions | Updated On: Oct 28, 2025

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Question 1

A data analyst needs to run a data manipulation task that involves sorting a table by multiple columns, then creating a new column based on a conditional statement. Which of the following sets of actions should be used in the given scenario when programming in SAS Viya?

A : table.loadTable followed by table.sortTable and then table.addTable

B : table.loadTable followed by table.sort and then column.addDerivedColumn

C : table.fetch followed by column.sort and then column.addCondition

D : fedSql.execDirect for the entire manipulation in a single step

Answer: B

Question 2

A database administrator is tasked with removing an obsolete table named "sales_data" from the SAS Viya environment to free up storage space. The administrator needs to ensure that the operation is irreversible and that the table is permanently deleted. Which of the following SQL statements should the administrator use?

A : PROC SQL; DROP TABLE sales_data; QUIT;

B : PROC SQL; DELETE TABLE sales_data; QUIT;

C : PROC SQL; DROPTABLE sales_data; QUIT;

D : PROC SQL; REMOVE TABLE sales_data; QUIT;

Answer: A

Question 3

You are working on a project that requires heavy machine learning model training and scoring. You have access to both the SAS server and the CAS server. Which server should you choose for optimal performance of these tasks?

A : Use the SAS server for model training and the CAS server for model scoring.

B : Use the CAS server for both model training and scoring to leverage its in-memory processing.

C : Use the SAS server for both model training and scoring to ensure model compatibility.

D : Use the SAS server for model training due to its extensive library of procedures and transfer the scored model to the CAS server for deployment.

Answer: B

Question 4

A SAS programmer wants to ensure that warnings about uninitialized variables and potential datatruncation are always displayed in the SAS log during program execution. Which setting of theMSGLEVEL= system option should be enabled to assist the programmer in identifying such issues?

A : MSGLEVEL=N

B : MSGLEVEL=I

C : MSGLEVEL=S

D : MSGLEVEL=NONE

Answer: A

Question 5

A data scientist is planning to leverage Python code within a SAS Viya environment to enhance their analyses. They want to integrate the Python code so that it can be executed as part of a larger SAS workflow. Which of the following methods allows for seamless integration of Python code in a SAS Viya environment?

A : Copying and pasting Python code into the SAS Enterprise Guide and executing as a stored process.

B : Using the SASPy library to establish a connection between the Python environment and the SAS session, allowing for the execution of Python code within SAS.

C : Writing Python code into a .sas file and running it as a SAS script.

D : Calling Python scripts via the Command Line from within a SAS program without any direct data transfer between Python and SAS.

Answer: B

Page: 1 / 31

Total 155 Questions | Updated On: Oct 28, 2025

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