This week we also discuss the concepts in chapter seven, which deals with the basic concepts and algorithms of cluster analysis. After reading chapter seven answer the following questions:What is K-means from a basic standpoint?What are the various types of clusters and why is the distinction important?What are the strengths and weaknesses of K-means?What is a cluster evaluation?Read and watch videos before answering