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SASInstitute A00-220 Exam Syllabus Topics:

SectionObjectives
Big Data Concepts- SAS Environment Overview
  • 1. SAS Viya ecosystem basics
    • 2. Integration with analytics pipelines
      - Big Data Processing Fundamentals
      • 1. Scalable data processing concepts
        • 2. Structured vs unstructured data
          Data Visualization- Visual Exploration Techniques
          • 1. Chart selection and interpretation
            • 2. Interactive dashboards and reports
              - SAS Visualization Tools
              • 1. Exploratory data analysis workflows
                • 2. Using SAS Visual Analytics
                  Statistical Analysis- Descriptive Statistics
                  • 1. Measures of central tendency and dispersion
                    • 2. Distribution analysis
                      - Inferential Statistics
                      • 1. Hypothesis testing concepts
                        • 2. Correlation and regression basics
                          Data Preparation- Data Cleaning and Transformation
                          • 1. Handling missing values and outliers
                            • 2. Data formatting and standardization
                              - Data Access and Import
                              • 1. Connecting to databases and external files
                                • 2. Reading structured and semi-structured data sources

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