How to build a K-Means Clustering Algorithm using Python and Sklearn

Published: 12 May 2021
on channel: TechEngineerSchool

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What is K-means clustering and how does it work. How to use Sklearn K-Means Cluster Library. How to use Sklearn K-means clustering to get predictions, How to get centroids from sklearn k-means library, and More. https://www.machinelearningeducation.... -- Timestamps Below

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Data Science Clustering Algorithms -- • Machine Learning Clustering Algorithms

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0:00 - What is K-means clustering and how does it work
3:00 - How to use Sklearn sample generator
6:55 - How to plot data clusters from Sklearn sample generator
11:20 - How to use Sklearn K-Means Cluster Library
16:13 - How to create a graph function for plotting K-means clusters
19:36 - How to plot K-means clusters with centroids
21:13 - How to get centroids from sklearn k-means library
23:00 - How to use Sklearn K-means clustering to get predictions
24:29 - How to calculate distance from data point to cluster centroid using sklearn kmeans transform method
25:28 - How to use elbow method to find perfect number of clusters

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