Explain this in details including the calculations:
Consider the following eight examples:
A1 = (4,20), A2 = (4,10), A3 = (16,8), A4 = (10,16), A5 = (14,10),A6 = (12,8), A7 = (2,4), A8 = (8,18)
The distance function is Euclidian distance.
Use single-link, complete-link agglomerative clustering, andcentroid techniques to cluster these
examples. Show your calculations and draw the dendrograms for eachtechnique.