Rohit Garg

Rohit Garg

Rohit Garg has close to 7 years of work experience in field of data analytics and machine learning. He has worked extensively in the areas of predictive modeling, time series analysis and segmentation techniques. Rohit holds BE from BITS Pilani and PGDM from IIM Raipur.

8 Articles Published | Follow:

A Beginners Guide To Regression Techniques

Regression analysis is a form of predictive modelling technique which investigates the relationship between a…

A Step-by-Step Guide To Creating Credit Scoring Model From Scratch

A credit scoring model is a statistical tool widely used by lenders to assess the…

A Primer To Monte Carlo Simulation in Python

Simulation is acting out or mimicking an actual or probable real life condition, event, or…

A Primer to Ensemble Learning – Bagging and Boosting  

Ensemble is a machine learning concept in which multiple models are trained using the same…

Banking Analytics Basics – Developing A Customer Level Behaviour Scorecard

We have various types of scorecards like acquisition, behaviour, income, collection etc. The purpose of…

7 Types of Classification Algorithms

The purpose of this research is to put together the 7 most commonly used classification…

Computing Roll Rates using Markov Chain

Roll rate is the percentage of customers who become increasingly delinquent on their account. Banks…

Time Series Modelling and Stress Testing – Using ARIMAX

The primary objective of CCAR secured model is to stress test the business unit’s mortgage…