Your task is to report back to the CEO within a week with a discussion of each of these clustering methods and give the CEO your recommendation for the best option for the organization with good examples of charting for at least two of your recommendations.

K$-$means

Clusters and Martrix's

PAM

Hierarchical clusters

Ward's Method

Research and write a minimum of three pages using APA formatting, using the topics listed above $($in the Scenario$/$Summary section$)$ with a summary and recommendation.

Basic Concepts to Explore and Compare for Each Topic Above:

Explain what each method is and how it works.

Discuss the pros and cons of the method.

Compare the different methods and recommend the use of three methods you find are beneficial for the needs of the organization.

Include chart examples for at least two of your recommendations in your explanation and recommendation to the CEO.