Course Outline

Introduction

Cluster Analysis

  • What is cluster analysis?
  • Types of cluster types

Cluster Analysis Continued

  • Cluster analysis vs object segmentation
  • Hierarchical vs non-hierarchical clustering

Preparing the Development Environment

  • Installing and configuring SAS
  • Installing and configuring R

Cluster Analysis with SAS

  • Importing data
  • Standardizing data
  • Implementing hierarchical clustering
  • Interpretting output
  • Working with K means clustering for non-hierarchical
  • Interpretting output

Cluster Analysis with R

  • Using hierarchical clustering functions
  • Working with non-hierarchical clustering functions

Summary and Conclusion

Requirements

  • Experience with R programming
  • SAS experience

Audience

  • Data Analysts
 14 Hours

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Testimonials (5)

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