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SASInstitute A00-220 Exam Syllabus Topics:

SectionObjectives
Statistical Analysis- Descriptive Statistics
  • 1. Distribution analysis
    • 2. Measures of central tendency and dispersion
      - Inferential Statistics
      • 1. Correlation and regression basics
        • 2. Hypothesis testing concepts
          Data Visualization- SAS Visualization Tools
          • 1. Using SAS Visual Analytics
            • 2. Exploratory data analysis workflows
              - Visual Exploration Techniques
              • 1. Interactive dashboards and reports
                • 2. Chart selection and interpretation
                  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 Preparation- Data Access and Import
                          • 1. Reading structured and semi-structured data sources
                            • 2. Connecting to databases and external files
                              - Data Cleaning and Transformation
                              • 1. Handling missing values and outliers
                                • 2. Data formatting and standardization

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