presentasi data mining seminar open source "open year with open source"

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