Predictive Analytics/Machine Learning

I need an explanation for this Management question to help me study.

Read the below questions and answer accordingly

1. Define data mining. Why are there many names and definitions for data mining?

2. What are the main reasons for the recent popularity of data mining?

3. Discuss what an organization should consider before making a decision to purchase data mining software.

4. Distinguish data mining from other analytical tools and techniques.

5. Discuss the main data mining methods. What are the fundamental differences among them?

6. Visit Identify case studies and white papers about data mining. Describe recent developments in the field of data mining and predictive modeling. (Must be 1 full page)

1-5 Questions can be answered accordingly with no page count but need in-text citations, peer reviewed references for all the questions answered

6th question: read carefully, visit the given site and answer accordingly: Must be 1 full page, in-text citations, peer reviewed references mandatory

APA Format

No plagiarism

In-Text Citations needed

References must be in APA format (Only peer reviewed, do not add the references ending with .com as it is not peer reviewed)