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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Analyze and Summarize Data with CAS Actions | 7% | - Summary statistics and frequency tables - Generating visualizations and reports via ODS |
| Topic 2: 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 |
| Topic 3: Access Data with CAS Actions | 8% | - Loading, uploading and promoting tables - Managing caslibs and data sources |
| Topic 4: Explore and Validate Data with CAS Actions | 8% | - Identifying duplicates and invalid values - Inspecting table metadata and content |
| Topic 5: CAS-Enabled Procedures and User Defined Formats | 8% | - User-defined formats in CAS - Using PROC MEANS, SUMMARY, FREQTAB, MDSUMMARY - Procedures running on CAS vs Compute Server |
| Topic 6: Managing Data with CAS Enabled Procedures | 13% | - Loading, promoting, saving and dropping in-memory tables - CAS column data types and conversion - Working with CAS libraries and sessions |
| Topic 7: CAS Language Basics | 18% | - Using SOURCE blocks for code substitution - CASL syntax, variables, arrays and dictionaries - Capturing and processing CAS action results |
| Topic 8: DATA Step and SQL Programming in CAS | 13% | - Updating DATA step for CAS compatibility - Converting PROC SQL to PROC FEDSQL - Execution location and threading rules |
| Topic 9: 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 |
1. Which CAS-enabled procedure is used to perform decision tree analysis on CAS tables?
A) CASFOREST
B) CASFIT
C) CASCORR
D) CASCART
2. What data types does FedSQL support in CAS?
A) BIGINT, CHAR(n), DATE, DOUBLE, DECIMAL, VARBINARY
B) INT64, CHAR(n), DOUBLE, INT32, VARBINARY, VARCHAR(n)
C) CHAR(n), DOUBLE, VARCHAR(n), TIMESTAMP, DATE, TIME
D) INT64, CHAR(n), DOUBLE, INT32, VARCHAR(n), FLOAT
3. Which CAS-enabled procedure is used for data exploration and visualization?
A) PROC SQL
B) PROC MEANS
C) PROC SGPLOT
D) PROC FREQ
4. Which CAS-enabled procedure is used to perform factor analysis on CAS tables?
A) CASANALYZE
B) CASFACTOR
C) CASPROC
D) CASSCORE
5. Which CAS action is used to generate descriptive statistics for numeric variables in a CAS table?
A) cas.profile
B) cas.describe
C) cas.statistics
D) cas.summarize
Solutions:
| Question # 1 Answer: D | Question # 2 Answer: B | Question # 3 Answer: C | Question # 4 Answer: B | Question # 5 Answer: B |
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