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SASInstitute A00-910 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Quality Methods20%- Statistical process control and quality analysis
  • 1. Measurement System Analysis (MSA)
    • 2. Control charts (SPC)
      • 3. Process capability analysis
        Topic 2: Statistical Thinking and Problem Solving10%- Problem definition and process mapping
        • 1. Define statistical thinking
          • 2. Root cause identification and data collection
            • 3. Process mapping and SIPOC
              Topic 3: Exploratory Data Analysis20%- Descriptive and graphical analysis
              • 1. Data visualization and exploration
                • 2. Descriptive statistics
                  • 3. Data preparation and reporting
                    Topic 4: Design of Experiments10%- Experimental design principles
                    • 1. Experiment design and analysis
                      • 2. DOE vs OFAT
                        • 3. Best practices in experimentation
                          Topic 5: Predictive Modeling and Text Mining5%- Predictive modeling fundamentals
                          • 1. Model validation and interpretation
                            • 2. Explanatory vs predictive modeling
                              Topic 6: Correlation and Regression20%- Relationship modeling
                              • 1. Logistic regression
                                • 2. Simple and multiple linear regression
                                  • 3. Correlation analysis
                                    Topic 7: Decision Making with Data15%- Statistical inference
                                    • 1. Confidence intervals
                                      • 2. Hypothesis testing
                                        • 3. Sample size determination

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