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Zainul Abadin's Projects

customersegmentation icon customersegmentation

By means of this project I am trying to create a value-based customer segmentation model using RFM(Recency, Frequency, Monetary) analysis in python using pandas, numpy and matplotlib

predicting-who-wins-2008-democratic-primaries-elections--clinton-vs.-obama icon predicting-who-wins-2008-democratic-primaries-elections--clinton-vs.-obama

Imagine you are the front runner for democratic party primaries in 2008 - 1 week into elections you have won a few states(Obama) and your opponent (Hillary) is catching up. How you can use analytics to predict which of the remaining seats will you win using demographic data from states you won and lost. Can we accurately classify win or lose for the remaining seats using data. Can we use this prediction to find out factors which impact our chances of winning and improve our appeal to places that are predicted loss thus improving our chances of winning? Well , Let's find out!

real-time-ml-project icon real-time-ml-project

A curated list of applied machine learning and data science notebooks and libraries across different industries.

rfm_analysis icon rfm_analysis

RFM (Recency, Frequency, Monetary) analysis is a proven marketing model for behavior based customer segmentation. It groups customers based on their transaction history – how recently, how often and how much did they buy. RFM helps divide customers into various categories or clusters to identify customers who are more likely to respond to promotions and also for future personalization services.

rfmanalysisandcustomersegmentation icon rfmanalysisandcustomersegmentation

EDA and customer segmentation with RFM analysis on hacker earth dataset. https://www.hackerearth.com/challenge/hiring/LMG-analytics-data-science-hiring-challenge

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