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SASInstitute A00-408 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Topic 1: Model Deployment and Operationalization | - Monitoring and performance evaluation - Deploying models in SAS Viya |
| Topic 2: Natural Language Processing (NLP) | - Text preprocessing and normalization - Sentiment analysis and text classification - Text feature extraction and representation - Topic modeling and semantic analysis |
| Topic 3: SAS Viya Environment and Data Handling | - SAS Viya architecture and workflow concepts - Working with structured and unstructured data - Data ingestion and preparation in CAS (Cloud Analytic Services) |
| Topic 4: Computer Vision | - Object detection and recognition concepts - Image data preprocessing - Feature extraction from images - Image classification techniques |
| Topic 5: Machine Learning and Model Development in Viya | - Supervised learning models - Model selection and tuning - Model training and evaluation |
