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7:38
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NerdML
K-means clustering algorithm with solve example: how it works | NerdML
This video will help you to understand how we can make use of K-Means Clustering algorithm for solving unsupervised learning problem. We will mathematically solve the problem. We will understand what is K-Means Cluster, what is Euclidean Distance & centroid and how can we apply all these in Clustering algorithm. The K-means algorithm starts by ...
32.9K views
Jan 5, 2021
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K-means Clustering Algorithm
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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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