Dmba Brochures 1

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5 DAY WEEKEND TRAINING

PROGRAMME ON

Statistical Techniques for Data Mining & Business Analytics (DMBA)

During October 2-4 & 17-18, 2015

Conducted by: SQC & OR Unit, Mumbai

Indian Statistical Institute,Room No 320, 3rd Floor Old C G O Building101 Maharshi Karve Road, Mumbai 400 020:

Tel 22014588 / 22004574email: [email protected]

www.isimumbai.co.in



Introduction:Business analytics refers to the skills, technologies, practices for continuous iterativeexploration and investigation of past business performance to gain insight anddrive business planning. It requires analysis of data using statistical and quantitativetechniques. The programme is planned to impart basic skill of data analysis using

appropriate statistical techniques.

About the Institute:The Indian Statistical Institute is a quasi central organization under the Ministry ofStatistics & Programme Implementation. It is declared by an Act of Parliament as anInstitute of National Importance. Over the years the Institute has grown as a multi-disciplinary organization. It functions as a University empowered to award degrees uptoPh.D.; as a Corporation in undertaking large scale projects; as a Firm of Consultants toindustries to improve Quality, Reliability and Efficiency and as a Meeting place

Programme Objectives:This program is designed to guide business analytics professionals in extracting implicit, previously unknown and potentially useful knowledge from large data sets, developing performance models & usage of optimization techniques.

Program Benefits:The participants will acquire the knowledge on,

• Multiple Response Scoring and Classification Methods• Market Basket Analysis (frequent item set generation & association rule mining)• Basics of Business Forecasting• Developing models using Decision Tree Algorithms and Linear, Logistic & Non

Linear Regression techniques• Identification of Clusters (using K-Mean clustering & Hierarchical clustering

Algorithms)• Basics of Optimization Techniques using Solver Application• Hands on experience on the usage of open source Data Mining Software & build

in MS Excel Applications• Free Tools (MS Excel Macros) for

a. Identification of outliers in Univariate & Multivariate data sets b. Multiple Response Scoring & Classification Methods

Target Participants:

Managers / Executives/ Professionals/ Students associated with data analysis.

Faculty:Experienced faculties of SQC & OR Division having in-depth experience in data analysisand its application in various industries.



Course Contents:• Introduction• Fundamentals of statistics• Test of Hypothesis• Analysis of Variance (One way and two way)•

Missing value analysis• Identification of outliers in univariate & multivariate data sets• Cross tabulation and Chi-square test• Market basket analysis: Frequent item set generation & association rule mining• Business forecasting• Decision tree• Predictive Modeling using Linear, Non linear and logistic regression• Multivariate Analysis• Multiple Response Scoring Methods• Bayes classifier

Course Fee: − INR 28500/- per participant (INR 25,000 +14% service tax) for

corporate/sponsored persons

− INR 22800 per participant (20,000 +14% ST) for students and individual participants

− US$ 500 for overseas participants (inclusive of course material, kit, lunch &snacks).

Important Dates:

Last date of submission of nominations: September 28, 2015

Program dates: October 2-4 & 17-18, 2015

Timing: 9:30 hrs - 17:30 hrs

“Acceptance of nomination is strictly first serve basis”

Venue: TO BE ANNOUNCED LATER



Training Programme on

Statistical Techniques for Data Mining and Business Analytics

October 2-4 & 17-18, 2015

Organization:

Mailing Address:

Contact Person:

E-mail:

Phone: Fax :

Details of the participants attending the program:

1. Name :Position :

2. Name :

Position :

Details of DD/Cheque attached (Rs28500/-) per participant incl. Service tax @14%) in

favour of “Indian Statistical Institute” payable at Mumbai

Amount : ________________

DD/Cheque No. :_________________ Date :________________

Bank :_________________ Branch :________________

Signature : Name : Date :

Bank Details for online payments [please inform details of online payment to office] Bank Name: STATE BANK OF INDIA

Bank Account No: 10996682279 Account Name; INDIAN STATISTICAL INSTITUTE, Type : Current Branch: MUMBAI MAIN BRANCH

Bank Address: MUMBAI SAMACHAR MARG, HORNIMAN CIRCLE, FORT

MUMBAI 400023 IFSC code: SBIN0000300

Signature : Name : Date

Xerox copy of this form may be used in case of more participants

Please e-mail the form to: [email protected] or send to :

Program Director, SQC & OR Unit, Indian Statistical Institute, Room No,320,3rd

Floor, Old CGO Bldg,101, Maharshi Karve Road, Mumbai 400 020

Tel. 022 - 22014588 / 22004574 www.isimumbai.co.in

Documents

Dmba Brochures 1