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SASInstitute A00-226 Exam Overview:

Certification Vendor:SAS Institute
Exam Name:SAS Text Analytics, Time Series, Experimentation, and Optimization
Exam Number:A00-226
Passing Score:68%
Available Languages:English
Exam Format:Interactive performance-based questions, Multiple choice, Short answer
Exam Duration:110 minutes
Certificate Validity Period:Does not expire (once earned)
Related Certifications:Predictive Modeling Using SAS Enterprise Miner 14 (A00-255)
SAS Advanced Predictive Modeling (A00-225)
Exam Price:$180 USD
Real Exam Qty:50–55
Recommended Training:SAS Text Analytics Training (SAS Learning)
SAS Advanced Analytics Professional Prep
Exam Registration:SAS Certification Registration Portal
Pearson VUE SAS Exams
Exam Way:Online or onsite via Pearson VUE testing centers
Pre Condition:Recommended: strong SAS programming knowledge and experience with SAS/ETS, SAS Text Analytics, and SAS/OR. No strict formal prerequisite.
Official Syllabus URL:https://www.sas.com/en_us/certification/credentials/advanced-analytics/advanced-analytics-professional/text-analytics-exam.html

SASInstitute A00-226 Exam Syllabus Topics:

SectionWeightObjectives
Text Analytics30%- Text Mining Data Preparation
  • 1. Create and prepare text data sources for analysis
    • 2. Import and merge text and structured datasets
      - Text Processing and Modeling
      • 1. Tokenization, parsing, and feature extraction
        • 2. Topic modeling and clustering
          - Text Analytics Applications
          • 1. Text Rule Builder and SVD-based reduction
            • 2. Predictive modeling with text features
              Optimization20%- Linear Programming
              • 1. Formulating optimization problems
                • 2. OPTMODEL procedure usage
                  - Advanced Optimization Techniques
                  • 1. Constraints, decision variables, and parameter modeling
                    • 2. Data Envelopment Analysis (DEA)
                      Experimentation and Incremental Response Models20%- Experimental Design
                      • 1. Factorial vs OFAT designs
                        • 2. Design of Experiments (DOE) principles
                          - Incremental Response Modeling
                          • 1. Net Information Value (NIV) and WOE concepts
                            • 2. Treatment vs control group analysis
                              - Business Experimentation
                              • 1. Marketing campaign response modeling
                                • 2. Nuisance variable control and blocking
                                  Time Series30%- Time Series Modeling
                                  • 1. ARIMA and ARIMAX models
                                    • 2. Unobserved components models
                                      • 3. Exponential smoothing models
                                        - Forecasting and Evaluation
                                        • 1. Holdout sample evaluation
                                          • 2. Forecast accuracy metrics and validation
                                            - Time Series Fundamentals
                                            • 1. Components: trend, seasonality, noise, cycle
                                              • 2. Stationarity and transformations

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