fdp on data mining tools
DESCRIPTION
FDP data mining toolsTRANSCRIPT
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SRI KRISHNA COLLEGE OF
ENGINEERING AND TECHNOLOGY
Coimbatore - 641 008
Department of Information Technology
Two days Faculty Development
Programme on
DATA MINING USING R AND ORANGE TOOL
(13 & 14 March 2015)
REGISTRATION FORM
Name :
Designation:
Gender :
Department:
Address for Communication:
....................................................................................
....................................................................................
....................................................................................
Email :
Phone (Off):
Mobile No :
Accommodation required? : YES NO
Registration Fee :
(Demand Draft to be drawn in favour of The Principal, SriKrishna College of Engineering and Technology, payableat Coimbatore)
DD No: ............................. Date: ................
Name of the Bank: .....................................
Amount: Rs.................................................
Date: Signature of Participant
Signature of HOD/Principal
ACCOMMODATION
Accommodation can be arranged for faculty mem-bers in the Student Hostels of the College on re-quest. Delegates are however free to make theirown arrangements for accommodation in Coimba-tore where good hotels are available with affordabletariff rates.
ORGANIZING COMMITTEE
Dr. N.K. Karthikeyan,
Professor & Head,
Dept. of Information Technology, SKCET
Organizing Secretaries
Dr. S. Shankar
Ms. G.Shobana / Ms. M.P.Geetha
Dept. of Information Technology, SKCET
Application form completed in all respects alongwith the DD is to be sent on or before 04.03.2015
Dr. S. Shankar/
Ms. G.Shobana/Ms. M.P.Geetha
Department of IT,
Sri Krishna College of
Engineering and Technology,
Coimbatore - 641 008, Tamil Nadu
College Phone: 0422-2678001
Mobile No: 9043079663,
9962004041,9942786440
Email: [email protected],
[email protected] /[email protected]
Web Site: www.skcet.ac.in
SRI KRISHNA COLLEGE OF ENGINEERING
AND TECHNOLOGY(Autonomous)
Affiliated toAnna University
Two days Faculty Development
Programme on
DATA MINING USING ORANGE AND R TOOLS
March 13 - 14, 2015
Organized by
Department of Information Technology
Organized
by
Department of Information
Technology, SKCET,
RData Mining
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Sri Krishna College of Engineeringand Technology was established in the GoldenJubilee year of Indian Independence 1998.Within 16 years. The institution has an ex-cellent library with an area of 55,000 Sq.ftwith international standard. To promoteresearch activities, the college has a separate R&D cell. The college has excellent computingfacilities with 40 MBPS (1:1) leased line Inter-net connectivity. Sri Krishna College of Engi-neering and Technology is located in an un-perturbed atmosphere in the Manchestercity of South India, the Coimbatore. Theplacement record of the department is phe-nomenal. Our students are recruited bycompanies like CTS, TCS, Infosys, Wipro,HCL, Accenture etc.,
The department of InformationTechnology is committed to provide the state-of-art technical education to the tomorrowstechnocrats and software professionalsthrough dedicated quality teaching. The de-partment have excellent Infrastructure facilitieswith 28 highly qualified and devoted facultymembers having specialization in the areas likeData Mining and Warehousing etc., Placementrecord of the department is phenomenal.
ABOUT THE WORKSHOP
Data mining (DM) or knowledge discovery in data-bases (KDD) is an interdisciplinary area that inte-grates techniques from several fields including ma-chine learning, statistics, and database systems, forthe analysis of large volumes of data.
Orange is a general purpose machine learning anddata mining tool featuring a visual programming front-end for explorative data analysis and visualization, andPython bindings and libraries for scripting. It includesa set of components for data preprocessing, featurescoring and filtering, modeling, model evaluation, andexploration techniques.
R is an open source package for Data mining. It isavailable as a stand - alone application for Data Analy-sis and as a Data mining engine for the integrationinto own products. R provides a wide variety of sta-tistical and graphical techniques, including linear andnonlinear modeling, classical statistical tests, time-series analysis, classification, clustering, and others
On completion of the course the faculty will be ableto Understand the theoretical underpinnings of themain data-mining algorithms.
Assess raw input data, and process it appropriatelyto provide suitable input for a range of data miningtools in R and Orange.
Critically evaluate and select appropriate data-mining tool (algorithm, model) and be able to applythem, interpret and report the output appropriately.
Apply the ideas from the workshop to proceed inthe right direction for their research work usingbenchmark synthetic datasets from UCI, IBM & alsoon Real time datasets.
ABOUT SKCETTOPICS FOR DISCUSSION
1. Introduction to R and Orange
2. Data Preprocessing
3. Core Data Mining Techniques
4. Case Studies / Research
5. Hands on in R and Orange DM Tools
RESOURCE PERSONS
Prof. M. Venkatesan, Assistant Professor (SG),School of Computing Science & Engineering, VITUniversity, Vellore.
Dr. S. Lovelyn Rose, Assistant Professor (SG),Department of CSE, PSG College of Technology,Peelamedu, Coimbatore.
Dr.S.Shankar, Associate Professor, Sri KrishnaCollege of Engg and Tech, Coimbatore.
ELIGIBILITY
Regular faculty from AICTE approved Engineeringcolleges and PG/Research Scholars are eligible toattend this programme.
REGISTRATION FEE
For Teaching staff : Rs.1000/-
For PG/Research Scholars :Rs.750/-
( Demand Draft to be drawn in favor of
The Principal, Sri Krishna College of Engineeringand Technology, payable at Coimbatore)
SCHEDULED DATES
Last date for receipt of application : 04.03.2015
Intimation of Selection through e-mail by06.03.2015
ABOUT THE DEPARTMENT