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SASInstitute A00-420 Exam Syllabus Topics:

Section	Objectives
Programming Efficiency and Optimization	- Performance optimization 1. Resource management in distributed environments 2. Efficient CAS processing - Macro usage in SAS Viya 1. Reusable code structures 2. Macro variables and automation
SAS Programming in Viya Environment	- SAS procedures in Viya 1. Common analytical procedures 2. PROC SQL in Viya - PROC CAS and CASL usage 1. Executing CAS actions 2. Using CASL for distributed processing
Data Analysis and Reporting	- Descriptive statistics 1. Summary statistics and aggregations 2. Frequency analysis - Data visualization basics 1. Creating plots and charts 2. Using SAS Visual Analytics concepts
Data Access and Management in SAS Viya	- Connecting to CAS (Cloud Analytic Services) 1. Loading data into CAS tables 2. Session initialization and management - Data Import and Export 1. Exporting CAS tables 2. Reading external datasets (CSV, Excel, databases)
Data Manipulation and Preparation	- Combining datasets 1. Appending datasets 2. Joins and merges in CAS - Data transformation techniques 1. Filtering and subsetting data 2. Creating and modifying variables

SASInstitute SAS Viya Intermediate Programming Sample Questions:

1. Which SAS Viya component is responsible for distributed data processing?

A) SAS Cloud Analytic Services (CAS)
B) SAS Data Preparation
C) SAS Studio
D) SAS Visual Analytics

2. When creating SAS graphs on extremely large CAS tables, the best practice is to:

A) Summarize the data in CAS and work with the output on the Compute Server.
B) Execute graph actions on the CAS tables.
C) Enable multi-threading on the CAS server.
D) Use the SGPLOT procedure on the CAS table.

3. Which CAS action is used to calculate the frequency distribution of a categorical variable in a CAS table?

A) cas.tabulate
B) cas.distribution
C) cas.histogram
D) cas.frequency

4. Which CAS action is used to perform a cross-tabulation of two categorical variables in a CAS table?

A) cas.tabulate
B) cas.pivot
C) cas.crosstab
D) cas.summary

5. Given the following log output:
- NOTE: The WHERE data set option on the DATA statement is not supported with DATA step in Cloud Analytic Services.
- NOTE: Could not execute DATA step code in Cloud Analytic Services. Running DATA step in the SAS client.
- NOTE: There were 19 observations read from the data set CASUSER.CLASS.
- NOTE: The data set CASUSER.CLASS2 has 1 observations and 5 variables.
Which DATA step program produced the above log output?

A) options msglevel=n;
data casuser.class2(where=(Age>15));
set casuser.class;
run;
B) data casuser.class2(where=(Age>15));
set casuser.class;
run;
C) options msglevel=verbose;
data casuser.class2(where=(Age>15));
set casuser.class;
run;
D) options msglevel=i;
data casuser.class2(where=(Age>15));
set casuser.class;
run;