INDIAN STATISTICAL INSTITUTE announces Training Program on Statistics for Data Exploration and Modeling Date: 13-15 & 28-29 June 2014 Venue : Indian Statistical Institute Bangalore

Organized by: SQC & OR Unit, Indian Statistical Institute, Bangalore - 560 059, INDIA Phone : +91-80-28483007 (Direct) (Dir) +91-80-28483002/3/4/5/6 extn. 400/402

Fax : +91-80-28484910 +91-80-28484265

Web : http://www.isibang.ac.in e - mail : [email protected] & [email protected]

Program Objective This program is designed to equip professionals with the capabilities in extracting implicit, previously unknown and potentially useful knowledge from large data sets

Program Benefits The participants will acquire the knowledge required for •

Data selection and integration



Pre processing and Transformation



Data Exploration



Predictive Modeling



Interpretation and Evaluation



Hands on experience on data exploration and predictive modeling using open source packages like R analytical tool & Rapid miner software

Course Content



Introduction – Data retrieval, aggregation, filtering, sampling, sorting using Pareto ranking, datasets joining, appending, etc



Basic Statistics – Summarization and Description



Data Visualization–Scatter plot, Box Plot, Histogram, etc



Data cleansing – outlier detection, missing value replacement, missing value imputation, transformation, etc.



Inferential Statistics -Tests of Hypothesis, ANOVA, etc.



Unsupervised learning - Association rule mining & Cluster analysis



Data Reduction - Principal Component Analysis, Factor Analysis etc.



Supervised learning - linear & non linear modeling for continuous and discrete attributes



Model performance evaluation and validation

Course Fee INR 25,000/- per participant (+12.36 % service tax) or US$ 500 for overseas participant (inclusive of course material, kit, lunch & snacks). Seats are limited. Enrolment on First-Come-First-Served basis. Important Dates Last date of submission of nominations: 6th June 2014 Program dates: 13-15 & 28-29 June 2014 Venue: Indian Statistical Institute, Bangalore

Contact: Boby John & K.K.Chowdhury: Program Directors – SDEM-01 SQC & OR Unit, Indian Statistical Institute 8th Mile, Mysore Road, Bangalore –560059, INDIA Fax:

+91-80-28484910 / 28484265

Phone:

+ 91-80-28483 007 / +91-94487 04182

Email:

[email protected] & [email protected]

Indian Statistical Institute 1. Indian Statistical Institute is a quasi central organization under the Ministry of Planning. 2. It is declared by an Act of Parliament as an Institute of National Importance. 3. Over the years, the Institute has grown as a multi-disciplinary organization. 4. It functions as a University empowered to award degrees up to Ph.D.; as a Corporation in undertaking large scale projects; as a Firm of Consultants to industries to improve Quality, Reliability & Efficiency and as a Meeting place of Scientists, Economists & Literary figures from all parts of the world. Role & Function of SQC & OR Division 1. The pioneer and leader in blending statistical theory with practice and institutionalizing the continuous improvement process into a sustaining system. 2. To strengthen national economy through continual search for excellence in Quality. 3. To disseminate the basic concepts and techniques for Quality Improvement by organizing Training programs, Workshops and In-house programs. 4. To develop highly skilled professionals capable of self actualization. 5. To help industries in their efforts to cope up with the growing challenge of global competition through implementation of quality system based on ISO-9000 series, ISO14000, QS-9000 standards, Six Sigma & World Class Manufacturing. 6. To continually develop and improve methodologies through applied research efforts to attain International Standards in services provided.

Role & Function of SQC & OR Division - Indian Statistical Institute ...

Hands on experience on data exploration and predictive modeling using open source packages like R analytical tool & Rapid miner software ...

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