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SASInstitute A00-274 Exam Overview:

Certification Vendor:SAS Institute
Exam Name:Interactive Model Building using SAS Visual Statistics 8.4 on SAS Viya
Exam Number:A00-274
Exam Format:Multiple-choice, Short-answer, Interactive simulation questions
Exam Duration:105 minutes
Related Certifications:SAS Visual Analytics certifications
SAS Certified Associate: Modeling Using SAS Visual Statistics
Real Exam Qty:58
Available Languages:English
Exam Price:$180 USD
Passing Score:68%
Recommended Training:SAS Visual Statistics: Interactive Model Building
Exam Registration:Pearson VUE Registration
SAS Certification Registration
Exam Way:Online proctored or onsite via Pearson VUE
Pre Condition:No formal prerequisites required, but familiarity with SAS Visual Analytics and basic statistics is recommended.
Official Syllabus URL:https://www.sas.com/en_us/certification.html

SASInstitute A00-274 certification exam is an excellent way for professionals to showcase their skills and knowledge in interactive model building using SAS Visual Statistics 8.4 on SAS Viya. If you're looking to enhance your career prospects in the data analytics field, this certification is a great way to demonstrate your expertise and stay up-to-date with the latest technologies and techniques in the industry.

SASInstitute A00-274 certification exam is a challenging yet rewarding opportunity for professionals who wish to demonstrate their expertise in interactive model building using SAS Visual Statistics 8.4 on SAS Viya. With this certification, candidates can showcase their skills to potential employers and advance their career in the field of data science and analytics.

SASInstitute A00-274 Exam Syllabus Topics:

SectionWeightObjectives
SAS Visual Statistics Cross-functional Tasks18%- Model workflow operations
  • 1. Apply filters and group-by modeling
    • 2. Perform model validation
      - Data preparation and transformation
      • 1. Prepare data using SAS Visual Analytics
        • 2. Create aggregated measures and derived variables
          • 3. Filter data used for modeling
            Building and Assessing Segmentation Models32%- Decision tree modeling
            • 1. Tree construction and pruning
              • 2. Leaf analysis and interpretation
                - Unsupervised segmentation
                • 1. K-means clustering
                  • 2. Cluster interpretation and evaluation
                    Building and Assessing Regression-type Models40%- Model assessment
                    • 1. ROC, lift, KS statistics
                      • 2. Residual analysis and fit statistics
                        - Linear regression modeling
                        • 1. Model specification and effects
                          • 2. Model diagnostics and interpretation
                            - Logistic regression modeling
                            • 1. Link functions and variable selection
                              • 2. Binary and multinomial logistic regression
                                Model Comparison and Scoring9%- Model comparison
                                • 1. Assessment panel evaluation
                                  • 2. Champion model selection
                                    - Scoring models
                                    • 1. Deploying scoring models
                                      • 2. Score code generation

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