SASInstitute SAS Advanced Predictive Modeling : A00-225

  • Exam Code: A00-225
  • Exam Name: SAS Advanced Predictive Modeling
  • Updated: Sep 27, 2026
  • Q & A: 0 Questions and Answers

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SASInstitute A00-225 Exam Syllabus Topics:

SectionObjectives
Topic 1: Model Assessment and Validation- Model comparison and selection strategies
- Lift charts, ROC curves, and confusion matrix
Topic 2: Clustering and Segmentation- K-means clustering and hierarchical clustering
Topic 3: Predictive Modeling Techniques- Decision trees and rule-based models
- Neural networks and ensemble methods
- Regression models (linear and logistic regression)
Topic 4: SEMMA Methodology and Enterprise Miner Environment- Understanding SEMMA process (Sample, Explore, Modify, Model, Assess)
- SAS Enterprise Miner project workflow and nodes
Topic 5: Data Exploration and Preparation- Feature selection and variable reduction techniques
- Data cleaning, missing value handling, and transformations
Topic 6: Model Deployment Concepts- Scoring data and operationalizing models

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