Machine Learning, Data Science, Data Visualisation, Linear Algebra, Math.
cannot completely escape the grasp of mathematics. So, lets begin.. Lets consider the graph above with a variety of data points. The black point represents the centroid or mean point. It is simply the mean of all points in the graph. Now, the graph is a 2-D plot and our aim is to reduce it to one