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FUNCTIONAL STUDY OF
DATA MINING TOOLS &
ETL TOOLS
DATA MINING
DATA MINING
TOOLS
WEKA3
•making the
implementation of
machine learning
algorithms easier
•explore the basics
RapidMiner
• formerly known as YALE
• Power and flexibility
• Scalability
• Visualization
• Preprocessing
R (Programming Language)
• open source programming language
and software environment
• implementation of the S
programming language
• LaTeX-like documentation format
• widely used among statisticians
SAS (Statistical Analysis System)
• undisputed market leader in
commercial analytics
• provides awesome technical
support
• most expensive option
ProM (Process Mining)
• Automated Business Process
Discovery (ABPD)
• based on event logs
• used when no formal
description of the process
can be obtained
KNIME
• offers more extensive data
processing capabilities
• intuitive visual workflow
builder
• comparable to RapidMiner
ETL
ETL TOOLS
Informatica PowerCenter
• foundation for all major data
integration projects
• # 1 in customer loyalty rankings,
10 years in a row
• Database neutral
• Most powerful data
transformations tool
Microsoft SSIS (SQL Server Integration Services)
• write it programmatically or
they provided GUI without
writing code
• automate maintenance of SQL
Server databases
• handle data from
heterogeneous data sources in
the same package
Oracle Data Integrator
• Extract, load and transform (ELT)
• purchased Sunopsis and re-branded
• Oracle Warehouse Builder (OWB)
IBM InfoSphere DataStage
• three levels of Parallelism
• acquired by IBM
• uses a graphical notation to
construct data integration
solutions
Ab Initio
• containing six tightly
coupled data processing
products
• supports multiple
parallelism techniques
• code based software
ETL &
DATA
MINING
Why Data Mining?
Why ETL?
Data
Warehouse
B+
Trees
QUESTIONS
ACCEPTED,ANSWERS
PROVIDED

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