Requirement: Four Data Analysis methods: Provide detailed overview of Purpose, Strength, Weakness of each methodIdentify at least 3 scenarios cases for each element from research papers.How each elem

Requirement: Four Data Analysis methods: 

1. Provide detailed overview of Purpose, Strength, Weakness of each method
2. Identify at least 3 scenarios cases for each element from research papers.
3. How each element can be improved?
4. Analysis on sample data for 2 methods.

(8-10 pages for 1,2,3 & 3-4 pages for 4)

• 8 -10 pages at a minimum
• Your paper should be in 12 point Times New Roman Font, 1.5 space
• Include at least 10 scholarly references (not websites, blogs, etc)
• You will be graded on correct grammatical syntax and clarity!

Please cite your references in APA format. For each reference that you use please include an in-text citation. Your reference page does not count toward your paper requirement. DO NOT PROVIDE DIRECT QUOTES!  You must summarize and synthesize in your own words.

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Data Analysis Methods:

1. Decision Tree Algorithm
2. Clustering : K-means
3. Linear Regression
4. Logistic Regression

Detailed Analysis:

1. Linear Regression
2. Decision Tree Algorithm