Homework: Intro to Data Mining
Answer the following questions in an essay format:
o How does data and classifying data impact data mining?
o What is association in data mining?
o Select a specific association rule (from the text) and thoroughly explain the key concepts.
o Discuss cluster analysis concepts.
o Explain what an anomaly is and how to avoid it.
o Discuss methods to avoid false discoveries.
This homework should take into consideration all the course concepts in the book. Be very thorough in your response. The paper should be at least three pages in length and contain at least two-peer reviewed sources.
Format your homework according to the following formatting requirements:
o The answer should be typed, using Times New Roman font (size 12), double spaced, with one-inch margins on all sides.
o 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.
o Also include a reference page. The Citations and references must follow APA format. The reference page is not included in the required page length.
TextBook :
o Data Mining: Concepts and Techniques by Jiawei Han, Jian Pei, Micheline Kamber Date: 2011
o Križanic, S. (2020). Educational data mining using cluster analysis and decision tree technique: A case study . International Journal of Engineering Business Management, 12, 184797902090867.