Predicting Modelling Using R

Target Participants: • Professionals working in analytics field or interested in usage of various methods of forecasting • Elementary knowledge on …...

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Four Day Training Program On Predicting Modelling Using R (PM01) During June 5 -8, 2018

Conducted by: SQC & OR Unit, Mumbai

Indian Statistical Institute, Room No 320, 3rd Floor Old C G O Building 101 Maharshi Karve Road, Mumbai 400 020: Tel 22014588 / 22004574 email: [email protected] www.isimumbai.co.in

Introduction: Predictive modelling techniques are about developing a mathematical/ logical relationship between a response variable and various explanatory variables. Predictive analytical models are key to understanding data, generating predictions with a certain degree of confidence level, and making business decisions. Predictive modelling is arguably the most exciting aspect of the emerging and already highly sought-after field of data analytics. In modeling, it’s essential to understand how to choose the right data sets, algorithms, techniques and formats to solve a particular business problem. This program is planned to impart basic skill of predictive using appropriate statistical and machine learning techniques.

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

Programme Objectives: This program is designed for familiarizing and providing hands-on experience to participants on various statistical and machine learning techniques for predictive modeling using R.

Program Benefits: On completion of the course, the participants will be able to • Develop predictive models using various statistical and machine learning techniques • Interpret and evaluate various models and its generalization • Hands on experience on the usage of open source packages like R and R Studio

Course Contents: • • • • • •

Introduction to predicting modelling Descriptive and inferential statistics Probability and probability distribution Introduction to test of hypothesis t-test and F-test Predicting modelling techniques e.g., • ANOVA • Linear Regression • Dummy Variable Regression • Logistic Regression • Classification and Regression Tree(CART) • Random Forest • Naïve Bayes Classifier • K-Nearest Neighbor • Support Vector Machine (SVM)

Target Participants: • •

Professionals working in analytics field or interested in usage of various methods of forecasting Elementary knowledge on statistical techniques are preferable

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

Course Fee: − −

INR 20,000 per participant + 18% GST (INR 23600/-) US$ 400 for overseas participants The participation fee includes course material, kit, lunch & snacks.

Registration: • • •

Please send your nomination along with appropriate course fee in the attached registration format. Before making online payment, please check availability of seats. Fees once paid will not be refunded under any circumstances All participants are required to bring laptop, for carrying out analysis using R-studio. Registrations are done on ‘first come first served’ basis.

Important Dates: Last date of submission of nominations: May 30, 2018 Program dates: June 5-8, 2018 Timing: 9:30 hrs - 17:30 hrs Venue: Conference Room, SQC & OR Unit, Indian Statistical Institute, Room No 320, 3rd Floor Old C G O Building 101 Maharshi Karve Road, Mumbai 400 020

Training Programme on Statistical Techniques for Business Forecasting June 5-8, 2018 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 (Rs23600/-) per participant inclusive of GST @18%) 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