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SASInstitute A00-225 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Predictive Analytics on Big Data40%- SAS LASR Analytic Server and SAS Visual Analytics
- Working with distributed and in-memory data
- Scaling models for large datasets
- High-performance modeling techniques
Topic 2: Logistic Regression30%- Model assessment and validation
- Interpretation of results
- Model building and variable selection
- Using SAS/STAT and SAS Enterprise Miner
Topic 3: Open Source Models in SAS10%- Deploying Python/R models in SAS environment
- Productionalization of hybrid models
- Integrating open source code with SAS
Topic 4: Neural Networks20%- Implementation in SAS Enterprise Miner
- Neural network architecture design
- Model evaluation and performance
- Training and tuning neural models

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