Homework: Clustering
1) Explain clustering and provide several use cases of clustering in industry (e.g., how regression can be used).
2) Explain how clustering can be used for feature creation/extraction/processing in regression and classification algorithms (e.g., how classification can be used).
3) Explain the role of clustering in the area of text mining and analytics.
4) Find a dataset that can be used for clustering. Explain the dataset (such as what the variables are, what is used for, etc.).
FYI: Use simple sources. Nothing fancy. The simpler the better.
Format your homework according to the following formatting requirements:
(1) The answer should be typed, double spaced, using Times New Roman font (size 12), with one-inch margins on all sides.
(2) The response also includes a cover page containing the title of the homework, the student's name, the course title, and the date. The cover page is not included in the required page length.
(3) Also include a reference page. The Citations and references should follow APA format. The reference page is not included in the required page length.