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What Are Machine Learning Algorithms? 12 Types Explained

What Are Machine Learning Algorithms? 12 Types Explained

Machine learning algorithms use mathematical processes to analyze data and glean insights. Learn how they work and what they're used for.

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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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