Understanding K-Means Clustering: How to Group Data by Similarity

K-means clustering is an unsupervised machine learning algorithm used to divide a dataset into a pre-defined number of distinct, non-overlapping subgroups known as clusters. The goal is to group data points in such a way that points within the same c...