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SASInstitute A00-485 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Topic 1: Predictive Modeling Fundamentals | - Model selection and comparison techniques - Regression modeling concepts
|
| Topic 2: Machine Learning Methods in Visual Statistics | - Clustering techniques - Decision trees and random forests concepts |
| Topic 3: Model Evaluation and Interpretation | - Assessing model performance - Interpreting model outputs and reports |
| 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:
What is one advantage of using SAS Studio to score new data with exported score code?
- A. It automatically optimizes the scoring process.
- B. It requires no additional software installation.
- C. It allows for direct integration with Hadoop clusters.
- D. It provides advanced visualization capabilities.
Correct Answer: B 🗳️
When examining the Fit Summary for group-by models, what can you analyze to evaluate the model fit?
- A. R-squared value
- B. BIC (Bayesian Information Criterion)
- C. p-value for the group-by variable
- D. AIC (Akaike Information Criterion)
Correct Answer: A,B,D 🗳️
What are some properties that can be defined in a linear regression model?
- A. Coefficients, p-values, and R-squared
- B. Learning rate and number of iterations
- C. Maximum depth and minimum leaf size
- D. Confusion matrix and accuracy
Correct Answer: A 🗳️
Your data contains a column for Country that contains 350 unique values. There are multiple entries for some countries (Japan, JPN, japan, etc.). You want a unique value for each country.
Which is the most efficient way to correct inconsistent values?
- A. Create a visualization filter to suppress the incorrect variations of a country.
- B. Create a data source filter to suppress the incorrect variations of a country.
- C. Create a Custom Category that combines all the variations of a country into one.
- D. Create a calculated item using a Boolean IF...ELSE statement that changes the incorrect variations.
Correct Answer: C 🗳️
In SAS Visual Analytics, what can you use to exclude selections and filter data in a visualization?
- A. Filtering using the toolbar options
- B. Exclude option in filter dialogs
- C. Interactive filters in the visualization
- D. Filter containers
Correct Answer: B,C 🗳️
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