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databricks.com
Clustering and k-means | Databricks
In TensorFlow terminology, clustering is a data mining exercise where we take a bunch of data and find groups of points that are similar to each other. K-means is an algorithm that is great for finding clusters in many types of datasets.
Mar 22, 2023
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K-Means Clustering
What is k-means clustering? | IBM
ibm.com
Jun 26, 2024
0:12
K-Means is a popular clustering algorithm used in data analysis and machine learning to group data points into a specified number of clusters, k, based on their similarity. It works by assigning each data point to the cluster whose center (called a centroid) is closest to it, then recalculating the centroids until the assignments stop changing or the improvement becomes minimal. The main goal of K-Means is to minimize the Within-Cluster Sum of Squares (WCSS)—a measure of how tightly the points i
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