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 : 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


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


[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 ...

Venue : Indian Statistical Institute ... Statistics for Data Exploration and Modeling ... Data Reduction - Principal Component Analysis, Factor Analysis etc.

165KB Sizes 0 Downloads 202 Views

Recommend Documents

indian statistical institute
Professor. Computer and Communication Sciences Division. Telephone: 2575 2913, 2575 2902. Fax: 25776680/25773035. Email: [email protected] ... been submitted for any other degree, award or distinction to the best of my knowledge.

Indian Institute of Technology Guwahati
o Reproduction rate of JG is very fast as compare to EF and EG. o Survival temperature ranges from 4 to 45oC. . They are resistive to light rays.

Notification-Indian-Statistical-Institute-Project-Linked-Person-Posts1 ...
Notification-Indian-Statistical-Institute-Project-Linked-Person-Posts1.pdf. Notification-Indian-Statistical-Institute-Project-Linked-Person-Posts1.pdf. Open. Extract.

Indian Institute of Technology Guwahati - IIT Guwahati
Indian Institute of Technology Guwahati ... Whether any degree was obtained through Correspondence course / distance ... PhD thesis related information:.

Indian Institute Of Technology Patna.pdf
Indian Institute Of Technology Patna.pdf. Indian Institute Of Technology Patna.pdf. Open. Extract. Open with. Sign In. Main menu.

indian institute of management, kashipur - IIM Kashipur
Aug 16, 2014 - 1. In addition to the basic pay, incumbents are also being eligible for allowances as admissible ... (IT/CS) Computer Science from a recognized.

Indian Institute of Technology, Gandhinagar Various Posts ...
Switch, Wireless Controller and Access Points ... using ticket-based management system ... Familiarity with technologies for cloud computing, managing ... Indian Institute of Technology, Gandhinagar Various Posts, 2015_Notification.pdf.

indian institute of management, kashipur - IIM Kashipur
Aug 16, 2014 - Responsible for maintenance of Server (Windows and. Linux). Knowledge of Programming Language (PHP, MYSQL etc.) Direct. Recruitment.

Indian Institute Of Technology, Madras
Watermarking refers to adding a message or a signature in a digital file so as to .... In the proposed system, a watermark is embedded into an image encrypted.