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| Certification Vendor: | SAS Institute |
| Exam Name: | SAS Advanced Predictive Modeling using SAS Enterprise Miner 14 |
| Exam Number: | A00-225 |
| Exam Price: | 180 USD |
| Real Exam Qty: | 60-65 |
| Exam Format: | Multiple choice |
| Available Languages: | English |
| Related Certifications: | SAS Certified Base Programmer for SAS 9 SAS Certified Advanced Programmer for SAS 9 SAS Certified Data Scientist |
| Exam Duration: | 135 minutes |
| Passing Score: | 70% |
| Recommended Training: | SAS Advanced Predictive Modeling using SAS Enterprise Miner (Official Training) |
| Exam Registration: | Pearson VUE SAS Exams SAS Certification Portal |
| Exam Way: | Online proctored or test center (Pearson VUE) |
| Pre Condition: | Recommended: SAS Certified Base Programmer for SAS 9 or equivalent SAS programming experience |
| Official Syllabus URL: | https://www.sas.com/en_us/certification.html |
| Section | Objectives |
|---|---|
| Topic 1: Clustering and Segmentation | - K-means clustering and hierarchical clustering |
| Topic 2: Predictive Modeling Techniques | - Neural networks and ensemble methods - Regression models (linear and logistic regression) - Decision trees and rule-based models |
| Topic 3: Model Deployment Concepts | - Scoring data and operationalizing models |
| Topic 4: Data Exploration and Preparation | - Feature selection and variable reduction techniques - Data cleaning, missing value handling, and transformations |
| Topic 5: SEMMA Methodology and Enterprise Miner Environment | - Understanding SEMMA process (Sample, Explore, Modify, Model, Assess) - SAS Enterprise Miner project workflow and nodes |
| Topic 6: Model Assessment and Validation | - Lift charts, ROC curves, and confusion matrix - Model comparison and selection strategies |
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