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EncartaLabs

SAS Visual Statistics - Interactive Model Building

( Duration: 2 Days )

This SAS Visual Statistics - Interactive Model Building training 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.

By attending SAS Visual Statistics - Interactive Model Building workshop, delegates will learn 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.
  • Perform decision tree modeling.
  • Perform stratified model fitting.
  • Perform model validation.
  • Compare models.
  • Generate score code.

  • Understanding of regression and logistic regression analysis for predictive modeling.
  • Experience using SAS Visual Analytics.

The SAS Visual Statistics - Interactive Model Building class is ideal for:

  • Predictive modelers, business analysts, and data scientists who want to take advantage of SAS Visual Statistics for highly interactive, rapid model fitting

COURSE AGENDA

1

Introduction to SAS Visual Statistics

  • Managing reports and pages
  • SAS Viya architecture
2

Cluster Segmentation

  • Segmentation concepts
  • Cluster analysis
3

Models with Continuous Targets

  • Linear regression models
  • Generalized linear models
  • Generalized additive models
  • Model validation
4

Models with Categorical Targets

  • Logistic regression
  • Nonparametric logistic regression
  • Interactive group by
  • Decision trees
5

Model Comparison and Assessment

  • Comparing models
  • Scoring

Encarta Labs Advantage

  • One Stop Corporate Training Solution Providers for over 6,000 various courses on a variety of subjects
  • All courses are delivered by Industry Veterans
  • Get jumpstarted from newbie to production ready in a matter of few days
  • Trained more than 50,000 Corporate executives across the Globe
  • All our trainings are conducted in workshop mode with more focus on hands-on sessions

View our other course offerings by visiting https://www.encartalabs.com/course-catalogue-all.php

Contact us for delivering this course as a public/open-house workshop/online training for a group of 10+ candidates.

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