Machine Learning, Education, Scikit Learn, Unsupervised Learning, Clustering.
algorithm. As opposed to K-means, this approach does not require us to set the number of clusters beforehand. The main idea here is that we would like to cluster our data based on the similarity of the observations (or how they “correspond” to each other). Let’s define a similarity metric such that