Exam Name: SAS Advanced Predictive Modeling
Certification Provider: SASInstitute
Corresponding Certification: SASInstitute Certification
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The Average salary of different countries of SAS Institute A00-225 certified professional
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- Exam Format: Multiple Choice or Short Questions
- Exam Length: 50-55 Questions
- Language: English
- Passing Score: 67%
- Exam Duration: 110 minutes
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SASInstitute A00-225 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Topic 1: Clustering and Segmentation | - K-means clustering and hierarchical clustering |
| Topic 2: SEMMA Methodology and Enterprise Miner Environment | - Understanding SEMMA process (Sample, Explore, Modify, Model, Assess) - SAS Enterprise Miner project workflow and nodes |
| Topic 3: Model Assessment and Validation | - Model comparison and selection strategies - Lift charts, ROC curves, and confusion matrix |
| Topic 4: Predictive Modeling Techniques | - Decision trees and rule-based models - Neural networks and ensemble methods - Regression models (linear and logistic regression) |
| Topic 5: Data Exploration and Preparation | - Data cleaning, missing value handling, and transformations - Feature selection and variable reduction techniques |
| Topic 6: Model Deployment Concepts | - Scoring data and operationalizing models |
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