SASInstitute A00-225 Exam Collection - SAS Advanced Predictive Modeling

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SASInstitute A00-225 Exam Syllabus Topics:

SectionWeightObjectives
Predictive Analytics on Big Data40%- High-performance modeling techniques
- Working with distributed and in-memory data
- SAS LASR Analytic Server and SAS Visual Analytics
- Scaling models for large datasets
Logistic Regression30%- Model assessment and validation
- Interpretation of results
- Using SAS/STAT and SAS Enterprise Miner
- Model building and variable selection
Neural Networks20%- Neural network architecture design
- Model evaluation and performance
- Implementation in SAS Enterprise Miner
- Training and tuning neural models
Open Source Models in SAS10%- Deploying Python/R models in SAS environment
- Productionalization of hybrid models
- Integrating open source code with SAS

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