2. i. A Clustering algorithm is a commonly used technique for insight creation in Business Intelligence. List and explain the different steps of the K-means Clustering algorithm. [8 marks] ii. Use examples to illustrate how we can measure the similarity or dissimilarity between non-numerical objects for clustering in a Business Intelligence context. [6 marks]