Overview of the SAS 9.4 Base Programming - Performance-Based Exam
Candidates targeting the SAS 9.4 Base Programming certification must demonstrate proficiency in executing data manipulation, transformation, and reporting tasks within the SAS environment. Assessment domains include accessing raw data via Import and Export procedures, managing SAS data sets through conditional logic, iterative processing, and character manipulation functions. Technical mastery requires expertise in utilizing the DATA step for multi-dataset merging, updating, and array processing. Proficiency extends to generating summary reports using PROC FREQ, PROC MEANS, and PROC TABULATE, while managing output destinations through ODS. Data architects and statistical programmers must validate logical data handling, internal dataset management, and syntax accuracy under performance-based constraints.