Understanding K-Means Clustering Algorithm - Analytics Vidhya

With the rising use of the Internet in today's society, the quantity of data created is incomprehensibly huge. Even though the nature of individual data is straightforward, the sheer amount of data to be analyzed makes processing difficult for even computers. To manage such procedures, we need large data analysis tools. Data mining methods and techniques, in conjunction with machine learning, enable us to analyze large amounts of data in an intelligible manner. It is capable of classifying unlabeled data into a predetermined number of clusters based on similarities (k).