data mining projects

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Project

  • Discover something by mining a significant data set
  • Have some original idea that uses something we learned in class
  • (classification, clustering, sentiment analysis, etc.)

  • Or maybe improve an algorithm or define a problem and solve it
  • Output should be something that can be presented at a poster
  • session like the STEM symposium

  • Or it could possibly become a published paper
  • Project Proposal

  • What is a project proposal?
  • A brief (1 page) document that answers the following:
  • – Statement of the problem

    – How you plan on solving it

    – What data will you use and how will you get it

    – What algorithms will you use

    – How will you measure success

    – What do you expect to present at the end of the term

    Project Poster Contents

  • Statement of the problem
  • Why should people care about the problem
  • Your approach to solving the problem and why you
  • chose this design

  • Details of your process
  • What is original about your research
  • Conclusions/Lessons Learned/Implications
  • Again, you probably won’t actually produce a poster, but
  • instead create a dozen powerpoints and present those

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