Machine Learning, Clustering, Data Science, Unsupervised Learning, Towards Data Science.
picture, we may identify two clusters in proximity of the two data concentrations. We will refer to them using ‘A’ and ‘B’. In the first approach shown in this tutorial — the k-means algorithm — we associated each data point to a specific centroid; therefore, this membership function looked like