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| Section | Weight | Objectives |
|---|---|---|
| Hadoop Programming | 15% | - Command-line tools for data manipulation and loading - Writing Pig programs for ETL and large dataset analysis - Hadoop architecture overview - Writing Hive programs for table creation and querying |
| SAS DS2 Programming | 30% | - Writing DS2 programs - Reading data with DS2 - Using expressions and functions in DS2 - Working with variables, arrays, and ANSI SQL data types - Working with Methods, Packages, and Threads |
| Data Manipulation with PROC IMSTAT | 25% | - Producing graphs with PROC IMSTAT - Executing IMSTAT procedures - Manipulating in-memory data - Using high-performance procedures with SAS LASR Analytic Server |
| SAS and Hadoop | 30% | - Baseline requirements for interacting with Hadoop - Access Hadoop files using SAS/ACCESS LIBNAME - Using HADOOP procedure and Hadoop FILENAME statement - Query and manage Hive tables via SQL pass-through |
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