Q:Question:Using the database (a) Apply Hierarchical Clustering with different linkage criteria (Ward, Maximum or complete linkage, Average linkage, Single linkage) and discuss the results obtained. (b) Apply the k-Means clustering algorithm with parameters optimization and evaluate the performance, discuss the results obtained. Please, send a python notebook with all the steps to obtain the solution.A:Answer:See a step by step answer