In this video I'd like to talk about one last detail of K-means clustering which is how to choose the number of clusters, or how to choose the value of the parameter capsule K. To be honest, there actually isn't a great way of answering this or doing this automatically and by far the most common way of choosing the number of clusters, is still choosing it manually by looking at visualizations or by 