Data Mining: Data Structures’ Impact | IT Homework Help

Introduction to Data Structures’ Impact on Data Mining

Most of the time, the data is already available in data structures contained within source systems, operational data sources, data marts, or data warehouses. Even so, at a minimum, the data analyst must understand what the data is, how the data is used, and where the data comes from. Knowing this information about the data will help the data analyst with their exploratory analysis.

For the Unit 1 assignment, you will research and write a short paper in APA (3–4 pages for the body section) (6th edition) style and format, with a minimum of five references, which covers the following topics:

  1. Explain why it is important to understand the goals of a data mining study before starting to look at the data and data structures.
  2. Identify and explain the role that data structure and distribution plays in data mining within an IT context.
  3. Explain how appropriate data quality processes and best practices help data mining project.


Assignment Requirements

  • Written communication: Written communication is free of errors that detract from the overall message.
  • APA formatting: Resources and citations are formatted according to APA (6th edition) style and formatting.
  • Length of paper: 3–4 pages, excluding the references page.
  • Font and font size: Times New Roman, 12 point.


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