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
Content Outline
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
SUBSCRIBE TO THE SAS USERS YOUTUBE CHANNEL #SASUsers #LearnSAS
https://www.youtube.com/SASUsers?sub_confirmation=1
ABOUT SAS
SAS is a trusted analytics powerhouse for organizations seeking immediate value from their data. A deep bench of analytics solutions and broad industry knowledge keep our customers coming back and feeling confident. With SAS®, you can discover insights from your data and make sense of it all. Identify what’s working and fix what isn’t. Make more intelligent decisions. And drive relevant change.
CONNECT WITH SAS
SAS ► http://www.sas.com
SAS Customer Support ► http://support.sas.com
SAS Communities ► http://communities.sas.com
Facebook ► https://www.facebook.com/SASsoftware
Twitter ► https://www.twitter.com/SASsoftware
LinkedIn ► http://www.linkedin.com/company/sas
Blogs ► http://blogs.sas.com
RSS ►http://www.sas.com/rss
Видео SAS Tutorial | K-means Clustering Algorithm канала SAS Users
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
Content Outline
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
SUBSCRIBE TO THE SAS USERS YOUTUBE CHANNEL #SASUsers #LearnSAS
https://www.youtube.com/SASUsers?sub_confirmation=1
ABOUT SAS
SAS is a trusted analytics powerhouse for organizations seeking immediate value from their data. A deep bench of analytics solutions and broad industry knowledge keep our customers coming back and feeling confident. With SAS®, you can discover insights from your data and make sense of it all. Identify what’s working and fix what isn’t. Make more intelligent decisions. And drive relevant change.
CONNECT WITH SAS
SAS ► http://www.sas.com
SAS Customer Support ► http://support.sas.com
SAS Communities ► http://communities.sas.com
Facebook ► https://www.facebook.com/SASsoftware
Twitter ► https://www.twitter.com/SASsoftware
LinkedIn ► http://www.linkedin.com/company/sas
Blogs ► http://blogs.sas.com
RSS ►http://www.sas.com/rss
Видео SAS Tutorial | K-means Clustering Algorithm канала SAS Users
Показать
Комментарии отсутствуют
Информация о видео
Другие видео канала
![](https://i.ytimg.com/vi/mYWEb23vyU4/default.jpg)
![Cluster Analysis in SAS Enterprise Miner](https://i.ytimg.com/vi/dHdkaFbpPOM/default.jpg)
![Applied K-Means Clustering in R](https://i.ytimg.com/vi/NKQpVU1LTm8/default.jpg)
![StatQuest: K-means clustering](https://i.ytimg.com/vi/4b5d3muPQmA/default.jpg)
![4 Basic Types of Cluster Analysis used in Data Analytics](https://i.ytimg.com/vi/Se28XHI2_xE/default.jpg)
![PCA : the basics - simply explained](https://i.ytimg.com/vi/dz8imS1vwIM/default.jpg)
![Unsupervised Learning: Introduction to K-mean Clustering](https://i.ytimg.com/vi/_S5tvagaQRU/default.jpg)
![K Means Clustering Interview Questions | Data Science Interview Questions On K means algorithm](https://i.ytimg.com/vi/XtE7hqFsYc4/default.jpg)
![Explore demographic employment data with k-means](https://i.ytimg.com/vi/opHDQzhO5Fw/default.jpg)
![StatQuest: Principal Component Analysis (PCA), Step-by-Step](https://i.ytimg.com/vi/FgakZw6K1QQ/default.jpg)
![Machine Learning Tutorial Python - 13: K Means Clustering Algorithm](https://i.ytimg.com/vi/EItlUEPCIzM/default.jpg)
![Identification of hate content using Logistic Regression (MANTHAN 2021)](https://i.ytimg.com/vi/BAMv74-f5_E/default.jpg)
![Clustering using PROC FASTCLUS in SAS](https://i.ytimg.com/vi/_ZdHYbL5r0Y/default.jpg)
![Clustering: K-means and Hierarchical](https://i.ytimg.com/vi/QXOkPvFM6NU/default.jpg)
![Cluster Analysis in SAS using PROC CLUSTER | Data Science](https://i.ytimg.com/vi/mfKy5cPDExA/default.jpg)
![Build an Exploratory Data Analysis Project from Scratch with Python, Numpy, and Pandas](https://i.ytimg.com/vi/kLDTbavcmd0/default.jpg)
![#How I make dendrogram? How I do cluster analysis?#](https://i.ytimg.com/vi/VQ48Jw95WF4/default.jpg)
![K-Means clustering algorithm on iris dataset(using python) | Step by Step execution | Hindi](https://i.ytimg.com/vi/ywgJLK5m0Sg/default.jpg)
![SAS Tutorial | 5 Steps to Your First Analytics Project Using SAS](https://i.ytimg.com/vi/0WxtJpH1y-I/default.jpg)
![60. Cluster Analysis in Practice - II](https://i.ytimg.com/vi/HsVV__pzFy4/default.jpg)