presentasi data mining seminar open source "open year 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
Play Your Data With OPEN SOURCE
Dosen Tetap Teknik Informatika&
Ketua Divisi CodeLabs
Adam Mukharil Bachtiar, S.Kom., M.T.
what is data mining?
customer 1 customer 2 customer 3 customer 4
simple examplewhich items are
frequently
purchased
together by
customers ?
1
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 !
Data Mining Methods
clustering
classification
association rules
CLUSTERINGGrouping data which have not labeled yet
CLASSIFICATION
Categorize data into the named groups
ASSOCIATION RULES
finding relationship
let's start !
prepare your data
prepare your tools
prepare (knowledge)
what you want
execute
evaluation
prepare your data
CSV file
ARFF
how to make
Let's Play !
ARFFCSV file
withhow to make
Let's Play !
WEKA is a powerful and scientific software for Data Mining
prepare your tools
Let's Play !
Big ML is a Data Mining
and Big Data toolfor classification
andregretion
Let's Play !
life without technology is likespongebob without patrick