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
