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The SASInstitute A00-274 exam consists of multiple-choice and interactive questions, and it covers a range of topics such as data preparation, data exploration and visualization, pattern recognition, model building, model assessment, and deployment. Candidates are required to have a solid understanding of SAS Viya software, including its features and capabilities, data analysis and modeling techniques, and best practices for model deployment. They will also be tested on their ability to use SAS Viya to solve real-world problems and make data-driven decisions.
Passing the SASInstitute A00-274 exam is a great way for professionals to demonstrate their skills in interactive model building using SAS Visual Statistics 8.4 on SAS Viya. It is a valuable certification that can help individuals advance in their careers and gain recognition in the industry. Moreover, professionals who pass the exam can contribute to the success of their organizations by leveraging the power of SAS Viya for real-time analytics and decision-making.
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Building and Assessing Regression-Type Models | 41% | - Evaluate linear regression model results - Build generalized additive models - Perform linear regression modeling - Perform nonparametric logistic regression modeling - Explain linear model concepts and assumptions - Interpret and validate regression model outputs |
| Topic 2: SAS Visual Statistics Cross-Functional Tasks | 22% | - Perform model validation - Prepare data using SAS Visual Analytics - Use interactive group-by functionality - Filter data for modeling |
| Topic 3: Building and Assessing Segmentation Models | 28% | - Assess and interpret decision tree performance - Interpret and analyze cluster results - Supervised segmentation using decision trees - Unsupervised segmentation using cluster analysis |
| Topic 4: Model Comparison and Scoring | 9% | - Interpret scoring results - Apply models to score new data - Compare multiple models using appropriate metrics |
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