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Ariful Islam Mondal
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  • London
  • United Kingdom
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Short Bio
Seasoned data science and analytics professional with vast experience in across industries and geographies. Specialized in Predictive Analytics, Data Mining, Information Management, Business Strategy and Leadership.
My Web Site Or LinkedIn Profile
Professional Status
Years of Experience:
Your Company:
Tata Consultancy Services Limited
Information Technology and Consulting
Your Job Title:
Senior Manager- Data Science & Big Data Solution Architect and Consultant
How did you find out about DataScienceCentral?
Invitation from Mr. Vincent
Finding a new position, Networking, New venture, Other
What is your Favorite Data Mining or Analytical Website?
What Other Analytical Website do you Recommend?

Ariful Islam Mondal's Blog

Response Modeling using Machine Learning Techniques in R

Posted on October 13, 2016 at 10:30am 0 Comments

Response Modeling Using Machine Learning Techniques with R-Programming (WIP). I have tried to exhibit credit scoring case studies with German Credit Data.

This article includes detail programming of predictive modeling

1. Univariate And Bi-Variate Analysis

2. Information Value and Weight Evidence to access prediction power of variables

3. Multivariate Analysis and Dimension Reduction using Variable Clustering

4. Different Machine Learning Techniques and their…


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