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SAS® Visual Statistics in SAS® Viya®: Interactive Model Building

EDU Trainings s.r.o.

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This course introduces SAS Visual Statistics for building predictive models in an interactive, exploratory way. Exploratory model fitting is a critical step in modeling big data. This course is appropriate for users of SAS Visual Analytics in SAS Viya. Learn How To

use SAS Visual Statistics to:;

Perform statistical analysis of data of any size.
Create a report with pages.
Determine useful preferences and settings.
Create segments, or clusters, of input variables.
Perform regression and logistic regression modeling.
Add splines to models.
Perform decision tree modeling.
Perform stratified model fitting.
Perform model validation.
Compare models.
Generate score code.

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Introduction to SAS Visual Statistics

Managing reports and pages.
SAS Viya architecture.

Cluster Segmentation

Segmentation concepts.
Cluster analysis.

Models with Continuous Targets

Linear regression models.
Generalized linear models.
Generalized additive models.
Model validation.

Models with Categorical Targets

Logistic regression.
Modeling with group-by variables.
Decision trees.
Decision trees in SAS Visual Statistics.

Model Comparison and Scoring

Comparing models.
Scoring.

Cieľová skupina

Predictive modelers, business analysts, and data scientists who want to take advantage of SAS Visual Statistics for highly interactive, rapid model fitting
Certifikát Na dotaz.
Hodnotenie




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