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Title: ?????


1
?????µ??? ??????? ?ed?µ????Ge???? st???e?a
µa??µat??
  • http//delab.csd.auth.gr/courses/c_dm_pms

2
??d?s???te?
  • ?apad?p????? ?p?st????
  • G???a??? ??ast?s???

3
St???? ?a??µat??
  • ?e??t? ?a? eµß????s? se ?????e? t?? e???????
    ded?µ????.
  • ?µfas? e??s?? se ?e???t??? a????s?, te?????? ?a?
    efa?µ?s?µ?t?ta.
  • ?µfas? se a??????µ??? epe?e??as?a? ded?µ???? ??a
    p??? µe???e? s??????? ded?µ????.
  • ?p??t?s? (p??) ????????µ???? e????a? ??a t??
    s?µe????? d??at?t?te? p?? pa???e? ? ??.
  • ?a??????e?a ??a??t?ta? ep?????? t?? ?at???????
    te?????? ??a ???e efa?µ???/p??ß??µa.
  • ?????e??s? µe e?e???t??? ??µata t?? pe??????.

4
?e??e??µe?? ?a??µat??
  • ?as??? st???e?a ???????? ?ed?µ????
  • ?a???e? S?s??t?s??
  • ???es? a?t??e?µ???? ß?se? ?µ???t?ta?
  • S?stad?p???s?
  • ?????s? s??d?sµ?? d?a?e???s? ???f??
  • ??????? se ???? ded?µ????
  • ???tas?a?? s?st?µata ?a? d?af?µ?se?? st?
    d?ad??t??
  • ??a?e???s? p??? µe????? ????? ded?µ????
    MapReduce
  • ?? ????? ?a e??a? ?at? ß?s? sta a??????!

5
????? ??a µe??t?
  • ? ??? ?a a??????e? p??t?st?? t? ß?ß??? t??
    Ullman Mining of Massive Datasets
    http//i.stanford.edu/ullman/mmds.html
  • Ta ???s?µ?p???s??µe ?a? ????? (d?af??e?e?) ap?
    t?
  • Data Mining Concepts and Techniques t?? Jiawei
    Han, Micheline Kamber, Jian Pei.
  • ?p?st?µ????? ????a (papers)

6
????????s?
  • ?ata???s?, ???p???s? ?a? pa???s?as? s???e???µ????
    e?e???t???? e??as???
  • ???as?a se ?µ?de?
  • MapReduce, MOA, ACM contest
  • G?apt?? e?et?se??
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