Question

Generate 1000 sample points in 3-d space, where
each x, y, and z is uniformly distributed between 0 and
1. Write code to perform K-means of these points with
K=2, where the initial cluster centers also follow
uniform distribution. Run your code 3 times and plot
three 3-D figures. Print and submit your figures along
with your observations. In particular, what K-means
tells you? What is the truth?