Cluster Analysis with R and SAS Treningskurs

Last updated

Kurskode

clustersasr

Varighet

14 timer (vanligvis 2 dag inkludert pauser)

Krav

  • Experience with R programming
  • SAS experience

Audience

  • Data Analysts

Oversikt

R er et programmeringsspråk og programvaremiljø for statistisk datamaskin. SAS er en statistisk programvare plattform for forutsigbar analyse, datahåndtering, avansert analyse, og mer. Med R i SAS, kan brukere finne naturlige datagrupper for klusteranalyse som er essensielle for data mining.

Denne instruktørledede, live-trening (online eller online) er rettet mot dataanalytikere som ønsker å programmere med R i SAS for klusteranalyse.

Ved slutten av denne treningen vil deltakerne være i stand til å:

    Bruk klusteranalyse for data mining Master R syntax for klusteringsløsninger. Iverksetting av hierarkisk og ikke-hierarkisk klustering. Gjør data-drivende beslutninger for å bidra til å forbedre forretningsoperasjoner.

Format av kurset

    Interaktiv forelesning og diskusjon. Mange øvelser og praksis. Hands-on implementering i et live-lab miljø.

Kurs tilpassingsalternativer

    For å be om en tilpasset opplæring for dette kurset, vennligst kontakt oss for å arrangere.

Machine Translated

Kursplan

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

Testimonials

★★★★★
★★★★★

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