Now you might be thinking why the number of clusters is taken as 4 and not any other number. To find the optimum number of clusters, we use two techniques – the elbow curve method and the silhouette score method. Let’s learn about both of them in detail in the following lecture.
Next take a look at the silhouette score.
Let’s go ahead and take it a step further in Python.
Now that you’ve understood the concept of finding the optimal number of clusters, the next segment would deal with analysing these clusters for further understanding our segmentation process.
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