Data Mining Seminar and PPT with pdf report: Data mining is a promising and relatively new technology.Data Mining is used in many fields such as Marketing / Retail, Finance / Banking, Manufacturing and Governments. This page contains Data Mining Seminar and PPT with pdf report.

Data Mining Seminar ppt and pdf Report

But there are some challenges also such as Scalability, Dimensionality, Complex and Heterogeneous Data, Data Quality, Data Ownership and Distribution, Privacy Preservation, Streaming Data.

Data Mining Techniques

  • Classification
  • Clustering
  • Regression
  • Association Rules

Major Data Mining Tasks

  • Classification: predicting an item class
  • Associations: e.g. A & B & C occur frequently
  • Visualization: to facilitate human discovery
  • Estimation: predicting a continuous value
  • Deviation Detection: finding changes
  • Link Analysis: finding relationships

Sources of Data for Mining 

  • Databases (most obvious)
  • Text Documents
  • Computer Simulations
  • Social Networks

Disadvantages of Data Mining

  • Privacy Issues
  • Security issues
  • Misuse of information/inaccurate information

Content of the Seminar and pdf report for Data Mining

  • Data Mining
  • Data Mining Definition
  • Data Mining – Two Main Components
  • Data Mining vs. Data Analysis
  • What is (not) Data Mining?
  • Related Fields
  • Data Mining Process
  • Major Data Mining Tasks
  • Uses of Data Mining
  • Sources of Data for Mining
  • Challenges of Data Mining
  • Advantages
  • Conclusion
  • Reference

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Data Mining PPT and Seminar Free Download

Data Mining pdf Report Free Download

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