K-Means Clustering

In this lesson, you’ll learn about clustering algorithms, which form the core of unsupervised learning and involve grouping similar items together.

Clustering

Clustering is a famous unsupervised learning technique. It involves making clusters or groups of items such that the items in the same cluster are more similar to each other than items in the other cluster. In this lesson, we will be looking into K-means clustering.

K-means clustering

K-Means clustering as the name suggests, looks for a fixed number of clusters (KK) in the dataset. The mean or center of the KthK^{th} cluster is represented by μk\mu_{k} ...