One Week Training Program on Statistical Techniques for Business Analytics (STBA-2017)
Introduction
Business analytics refers to the skills, technologies, practices for continuous iterative exploration and investigation of past business performance to gain insight and drive business planning. It requires analysis of data using statistical and quantitative techniques. The programme is planned to impart basic skill of data analysis using appropriate statistical techniques.
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, various statistical and analytical techniques requires for data mining. All the topics will be covered using R -studio and SPSS.
The invited speakers from DoMs-IISc Bangalore, IIT Kharagpur, IIT Delhi, TIFR, Mumbai, Infosys Bhubaneswar, IBM Bangalore, IIM Lucknow, TCS Mumbai. ISI Kolkota, ISB Hydrabad.
Topics to be covered
Introduction to Analytics
Introduction to R studio
Descriptive Statistics
Test of Hypothesis
Normality Test
Analysis of Variance
Classification and Regression Tree
Discriminate Analysis
Cross Tabulation & chi-Square
Factor Analysis & Cluster Analysis
Correlation and Linear Regression
Principal Component Regression
Binary Logistic Regression
Modelling Nonlinear Relationship
Association Rule Mining
Case Study with R
Resource person
| Sl. No | Name & Designation | Institute | Field of Interest/ specialization |
|---|---|---|---|
| 1 | Prof Parameshwar P Iyer | IISc Banglore | Data Analytics |
| 2 | Prof. Damodar Suar | IIT Kharagpur | Structural Equation Modelling. Analysis of Variance |
| 3 | Prof.C.A.Murthy | ISI Kolkota | Principal Component Regression |
| 4 | Prof.P.K.J.Mohapatro | IIT Bhubaneswar | Singular Value Decomposition |
| 5 | Dr.Anindya Ghose | ISB, Hyderabad | Cross Tabulation & chi-Square |
| 6 | Prof. Rudra Pradhan | IIT Kharagpur | Multivariate Analysis |
| 7 | Prof.Arbind Tripathy | IIM, Ahmadabad | Test of Hypothesis |
| 8 | Prof Kamalakar Karlapalem | ISB, Hyderabad | Data Engineering |
| 9 | Mr.Lokanath Sahu | TCS, Pune | Analytics skill |
| 10 | Ms.Lavanya Marla | IBM, Kolkota | Multiple regression |
| 11 | Dr.Sachi Nandan Mohanty | KIIT | R-Studio, CASE Study |
| 12 | Prof. U Dinesh Kumar | IIM Bangalore | Decision Sciences and Information Systems |
| 13 | Prof. Arnab Kumar Laha | IIM Ahmedabad | Production and Quantitative Methods |
| 14 | Prof. Ruchi Mishra. | BIMTECH, Greater NOIDA | Operations and Decision Sciences |
| 15 | Prof. Sujoy Bhattacharya | Vinod Gupta School of Management, IIT Kharagpur | Consumer Behaviour Analysis |
Course Fees for Participants
| Industry Person | 20000(INR) |
| Academic Faculty | 15000 (INR) |
| Academic student | 5000 (INR) |
Accommodation
Category A:
Double room A/C accommodation
2500(INR) KIIT guest house
Category B:
Single Sharing A/C accommodation
1500(INR) KIIT guest house
Dr.Sachi Nandan Mohanty
Asst.Prof. School of Computer Engineering
KIIT University
Bhubaneswar
Email: [email protected]
Mobile: 9437322121
Prof. Parameshwar P Iyer
Principal Research Scientist, Management Studies
IISc Bangalore
Email: [email protected]