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| Section | Weight | Objectives |
|---|---|---|
| Explore and Validate Data with CAS Actions | 8% | - Inspecting table metadata and content - Identifying duplicates and invalid values |
| CAS Language Basics | 18% | - CASL syntax, variables, arrays and dictionaries - Capturing and processing CAS action results - Using SOURCE blocks for code substitution |
| DATA Step and SQL Programming in CAS | 13% | - Converting PROC SQL to PROC FEDSQL - Execution location and threading rules - Updating DATA step for CAS compatibility |
| Analyze and Summarize Data with CAS Actions | 7% | - Generating visualizations and reports via ODS - Summary statistics and frequency tables |
| CAS-Enabled Procedures and User Defined Formats | 8% | - Using PROC MEANS, SUMMARY, FREQTAB, MDSUMMARY - Procedures running on CAS vs Compute Server - User-defined formats in CAS |
| Prepare Data with CAS Actions | 22% | - Data type conversion and missing value imputation - Update, copy and alter in-memory tables - Using dataStep and fedSQL action sets |
| Programming in SAS Viya Concepts | 8% | - Serial vs parallel and in-memory processing - SAS Viya architecture: Compute Server vs CAS - Determining when to use CAS for tasks |
| Managing Data with CAS Enabled Procedures | 13% | - Loading, promoting, saving and dropping in-memory tables - Working with CAS libraries and sessions - CAS column data types and conversion |
| Access Data with CAS Actions | 8% | - Loading, uploading and promoting tables - Managing caslibs and data sources |
1. How can you define a user-defined format in SAS?
A) Using the DEFINE statement in PROC SQL
B) Using the FORMAT statement in the DATA step
C) Using the FORMAT procedure in SAS Studio
D) Using the OPTIONS statement in PROC FORMAT
2. Which CAS object is used to store and manage data?
A) CASTABLE
B) CASLIB
C) CASSET
D) CASDATA
3. The dataPreprocess.impute action preforms data matrix (variable) imputation.
Which imputation methods can be used?
A) MIDRANGE, MODE, RANDOM, VALUE
B) MODE, RANDOM, VALUE, CUSTOM
C) MIDRANGE, RANDOM, VALUE, CUSTOM
D) MIDRANGE, MODE, RANDOM, CUSTOM
4. Given an array cars with an unknown number of elements, use a CASL function to complete the following program segment to complete the DO loop:
do i=1 to _________
;
print cars[i];
end;
5. Which CAS-enabled procedure is used to perform factor analysis on CAS tables?
A) CASFACTOR
B) CASSCORE
C) CASANALYZE
D) CASPROC
Solutions:
| Question # 1 Answer: B | Question # 2 Answer: D | Question # 3 Answer: A | Question # 4 Answer: Only visible for members | Question # 5 Answer: A |
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