Exam Name: SAS Advanced Predictive Modeling
Certification Provider: SASInstitute
Corresponding Certification: SASInstitute Certification
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SASInstitute A00-225 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Logistic Regression | 30% | - Using SAS/STAT and SAS Enterprise Miner - Model assessment and validation - Interpretation of results - Model building and variable selection |
| Open Source Models in SAS | 10% | - Integrating open source code with SAS - Deploying Python/R models in SAS environment - Productionalization of hybrid models |
| Predictive Analytics on Big Data | 40% | - Working with distributed and in-memory data - Scaling models for large datasets - SAS LASR Analytic Server and SAS Visual Analytics - High-performance modeling techniques |
| Neural Networks | 20% | - Neural network architecture design - Implementation in SAS Enterprise Miner - Training and tuning neural models - Model evaluation and performance |
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