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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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.

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Page 1: Presentasi Data Mining Seminar Open Source "Open Year With Open Source"

Play Your Data With OPEN SOURCE

Page 2: Presentasi Data Mining Seminar Open Source "Open Year With Open Source"

Dosen Tetap Teknik Informatika&

Ketua Divisi CodeLabs

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

Page 3: Presentasi Data Mining Seminar Open Source "Open Year With Open Source"
Page 4: Presentasi Data Mining Seminar Open Source "Open Year With Open Source"

what is data mining?

Page 5: Presentasi Data Mining Seminar Open Source "Open Year With Open Source"
Page 6: Presentasi Data Mining Seminar Open Source "Open Year With Open Source"

customer 1 customer 2 customer 3 customer 4

simple examplewhich items are

frequently

purchased

together by

customers ?

1

Page 7: Presentasi Data Mining Seminar Open Source "Open Year With Open Source"

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 !

Page 8: Presentasi Data Mining Seminar Open Source "Open Year With Open Source"

Data Mining Methods

clustering

classification

association rules

Page 9: Presentasi Data Mining Seminar Open Source "Open Year With Open Source"

CLUSTERINGGrouping data which have not labeled yet

Page 10: Presentasi Data Mining Seminar Open Source "Open Year With Open Source"

CLASSIFICATION

Categorize data into the named groups

Page 11: Presentasi Data Mining Seminar Open Source "Open Year With Open Source"

ASSOCIATION RULES

finding relationship

Page 12: Presentasi Data Mining Seminar Open Source "Open Year With Open Source"

let's start !

Page 13: Presentasi Data Mining Seminar Open Source "Open Year With Open Source"

prepare your data

prepare your tools

prepare (knowledge)

what you want

execute

evaluation

Page 14: Presentasi Data Mining Seminar Open Source "Open Year With Open Source"

prepare your data

CSV file

ARFF

how to make

Page 15: Presentasi Data Mining Seminar Open Source "Open Year With Open Source"

Let's Play !

Page 16: Presentasi Data Mining Seminar Open Source "Open Year With Open Source"

ARFFCSV file

withhow to make

Page 17: Presentasi Data Mining Seminar Open Source "Open Year With Open Source"

Let's Play !

Page 18: Presentasi Data Mining Seminar Open Source "Open Year With Open Source"

WEKA is a powerful and scientific software for Data Mining

prepare your tools

Page 19: Presentasi Data Mining Seminar Open Source "Open Year With Open Source"

Let's Play !

Page 20: Presentasi Data Mining Seminar Open Source "Open Year With Open Source"

Big ML is a Data Mining

and Big Data toolfor classification

andregretion

Page 21: Presentasi Data Mining Seminar Open Source "Open Year With Open Source"

Let's Play !

Page 22: Presentasi Data Mining Seminar Open Source "Open Year With Open Source"

life without technology is likespongebob without patrick

Page 23: Presentasi Data Mining Seminar Open Source "Open Year With Open Source"