       Cluster Analysis with R and SAS培訓

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