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Canopy-EMMixture

This version was saved 12 years, 2 months ago View current version     Page history
Saved by mike@mbowles.com
on February 9, 2012 at 5:33:10 pm
 

More about kMeans

 

Mahout intro to k-means: https://cwiki.apache.org/MAHOUT/k-means-clustering.html

 

Outline of k-means algorithm and MR choices:kMeanAlgo-MRChoices.ppt

 

Canopy Clustering

Mahout intro to canopy clustering:  https://cwiki.apache.org/MAHOUT/canopy-clustering.html

 

Outline of algorithm and MR for canopy clustering:  CanopyClustering.ppt

 

Slides from a Google Developer talk re canopy clustering:lec4-clustering.ppt

 

EM

 

Outline of algorithm and MR choices for EM (gaussian mixture): EMAlgo-MRChoices.ppt

Andrew Ng's notes on EM for gaussian mixture:  cs229-notes7b.pdf

 

Recorded Lectures:

 

Here are the lectures in streaming format.  Just click on the link. 

 

https://datamining.webex.com/datamining/ldr.php?AT=pb&SP=MC&rID=103287227&rKey=02ac33471584ed02

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