Unsupervised Learning, Clustering, K Means, Lda, Topic Modeling.
K-means, as see in the 3D diagram above, is that it does hard labels. However, you can see that datapoints at the boundary of the purple and yellow clusters can be either one. For such circumstances, a different approach may be necessary. Mixture Models In K-Means, we do what is called “hard