Presentasi Data Mining Seminar Open Source "Open Year With Open Source"

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Play Your Data With OPEN SOURCE

description

Slide ini merupakan slide yang digunakan pada saat seminar Open Source "Open Year With Open Source" di sesi Data Mining. Untuk melihat video demonya, silakan kunjungi channel http://www.youtube.com/channel/UCWvVtYroInmCxrSwMMCo9Yg.

Transcript of Presentasi Data Mining Seminar Open Source "Open Year With Open Source"

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Play Your Data With OPEN SOURCE

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Dosen Tetap Teknik Informatika&

Ketua Divisi CodeLabs

Adam Mukharil Bachtiar, S.Kom., M.T.

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what is data mining?

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customer 1 customer 2 customer 3 customer 4

simple examplewhich items are

frequently

purchased

together by

customers ?

1

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Tingkat Perekonomian

Jenis Kelamin Pekerjaan Churn ?

Menengah ke atas Pria Tetap Ya

Menengah ke atas Pria Tetap Tidak

Menengah ke atas Wanita Honorer Tidak

Menengah ke bawah

Wanita Tetap Ya

simple example2

predict it !

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Data Mining Methods

clustering

classification

association rules

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CLUSTERINGGrouping data which have not labeled yet

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CLASSIFICATION

Categorize data into the named groups

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ASSOCIATION RULES

finding relationship

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let's start !

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prepare your data

prepare your tools

prepare (knowledge)

what you want

execute

evaluation

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prepare your data

CSV file

ARFF

how to make

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Let's Play !

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ARFFCSV file

withhow to make

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Let's Play !

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WEKA is a powerful and scientific software for Data Mining

prepare your tools

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Let's Play !

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Big ML is a Data Mining

and Big Data toolfor classification

andregretion

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Let's Play !

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life without technology is likespongebob without patrick

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