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SASInstitute A00-485 Exam Syllabus Topics:

SectionObjectives
Topic 1: Model Evaluation and Interpretation- Assessing model performance
- Interpreting model outputs and reports
Topic 2: Machine Learning Methods in Visual Statistics- Decision trees and random forests concepts
- Clustering techniques
Topic 3: Predictive Modeling Fundamentals- Model selection and comparison techniques
- Regression modeling concepts
  • 1. Logistic regression
    • 2. Linear regression
      Topic 4: Data Preparation and Exploration in SAS Viya- Exploratory data analysis and visualization
      - Loading and preparing data for Visual Statistics

      SASInstitute Modeling Using SAS Visual Statistics Sample Questions:

      Question #1

      What is the primary benefit of exporting score code for model deployment?

      • A. It allows for model performance assessment on a test dataset.
      • B. It automatically generates new predictor variables.
      • C. It provides insights into the distribution of predictor variables.
      • D. It enables scoring of new data without the need for SAS Visual Statistics.
      Reveal Solution  Discussion  0

      Correct Answer: D  🗳️

      Question #2

      Prior to fitting a regression model, data binning of a continuous effect should be used for what purpose?

      • A. Improve the accuracy of your predictions.
      • B. Reduce the cardinality of a continuous effect.
      • C. Gain information due to discretization.
      • D. Reduce the impact of minor observation errors.
      Reveal Solution  Discussion  0

      Correct Answer: D  🗳️

      Question #3

      How can you assign a group-by variable to a predictive model in SAS Visual Analytics?

      • A. Click on the group-by variable and choose "Assign as predictor" from the context menu
      • B. Select the group-by variable from a dropdown menu in the model settings
      • C. Drag and drop the group-by variable into the predictor field of the model
      • D. Specify the group-by variable in the data source properties
      Reveal Solution  Discussion  0

      Correct Answer: B,C  🗳️

      Question #4

      In SAS Visual Analytics, what can you use to exclude selections and filter data in a visualization?

      • A. Exclude option in filter dialogs
      • B. Filter containers
      • C. Filtering using the toolbar options
      • D. Interactive filters in the visualization
      Reveal Solution  Discussion  0

      Correct Answer: A,D  🗳️

      Question #5

      What is the primary purpose of specifying the link function in logistic regression?

      • A. To establish the relationship between the linear predictor and the probability of an event
      • B. To control the significance level of predictor variables
      • C. To determine the distribution of the response variable
      • D. To ensure that all predictor variables are used
      Reveal Solution  Discussion  0

      Correct Answer: A  🗳️

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