Data Mining Lecture 1: Introduction by Heba AL.Marwai
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Questions and Answers

What is data mining primarily concerned with?

  • Storing data efficiently
  • Discovering useful patterns in large datasets (correct)
  • Creating data visualizations
  • Developing new programming languages

Which term in data mining refers to a set of facts usually stored in a database?

  • Interestingness
  • Pattern
  • Attribute
  • Data (correct)

Why is data mining necessary in the digital age?

  • To extract useful patterns from enormous amounts of data (correct)
  • Due to sparsity of data
  • To generate large amounts of raw data
  • To solve complex mathematical equations

What is the main goal of data mining?

<p>To analyze raw data to extract knowledge (D)</p> Signup and view all the answers

In the Data Mining Process, what is the first step that needs to be done?

<p>Understand the domain (B)</p> Signup and view all the answers

Which Data Mining Task focuses on identifying significant dependencies between data attributes?

<p>Dependencies and associations (C)</p> Signup and view all the answers

Why is data preprocessing necessary in the real world?

<p>To ensure data is clean, complete, and consistent (B)</p> Signup and view all the answers

What is one reason why data can be incomplete according to the text?

<p>Misunderstanding or malfunctions during recording (D)</p> Signup and view all the answers

Which task is NOT typically part of data cleaning according to the text?

<p>Introducing inconsistencies into the data (B)</p> Signup and view all the answers

What are some examples of tasks that can be performed through data mining, as mentioned in the text?

<p>Clustering and classification (A)</p> Signup and view all the answers

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