k-means clustering
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k-means clustering
k-means clustering is a popular baseline for data analysis. This video visualizes how Lloyd's algorithm iteratively updates clusters and cluster centroids in order to determine latent structures within a given set of data. For lecture notes on k-means clustering, see: http://dx.doi.org/10.13140/RG.2.1.2829.4886
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