Your question is Clustering in Coding Assessment. Take a moment with it on the right.
Talk me through your thinking if you like. When you're confident, submit your answer and I'll grade it like a real screen (7/10 or better passes).
There is a K clustering question in the coding assessment. Implement a practical K-means clustering solution for the provided feature matrix, including preprocessing, selecting a suitable value of K, and assigning each observation to a cluster. Explain how you would evaluate cluster quality, handle outliers and feature scaling, and discuss limitations of the chosen approach.