SAS Tutorial | K-means Clustering Algorithm

In this SAS How To Tutorial, Cat Truxillo explores using the k-means clustering algorithm. In SAS, there are lots of ways that you can perform k-means clustering. You can write a program in PROC FASTCLUS, PROC KCLUS, PROC CAS, python, or R; Point and click in Visual Statistics, Enterprise Guide, Enterprise Miner, JMP, Model Studio, and SAS Studio. You can profile your clusters with graphs, save cluster scores to data sets, and much more. In this video, Cat will demonstrate k-means clustering two ways; using SAS Visual Statistics and using SAS Studio.

Download Data Files
Bank data can be found in the free trial of SAS Visual Data Mining and Machine Learning – https://www.sas.com/en_us/trials.html
Check out Cat's Iris data set on GitHub – https://github.com/sascommunities/sas-howto-tutorials/blob/master/machinelearning/IRIS.xlsx

Chapters
00:00 – What is k-means clustering and How does k-means clustering work
02:55 – How to do k-means clustering in SAS Visual Statistics
09:39 – How to do k-means clustering in SAS University Edition or SAS Studio

Learn more about SAS Software
◉ Building a Clustering Model in SAS® Visual Statistics 8.2 on SAS® Viya® – https://video.sas.com/detail/video/5667502711001/building-a-clustering-model-in-sas%C2%AE-visual-statistics-8.2-on-sas%C2%AE-viya%C2%AE?autoStart=true&q=k-means
◉ K-means Clustering in SAS – Comparing PROC FASTCLUS and PROC HPCLUS –https://communities.sas.com/t5/SAS-Communities-Library/Tip-K-means-clustering-in-SAS-comparing-PROC-FASTCLUS-and-PROC/ta-p/221369
◉ Ask the Expert: Cluster Analysis: Introduction to Best Practices –
https://www.sas.com/en_us/webinars/ate-cluster-analysis.html


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