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Ashwath Paul
Ashwath Paul

137 Followers

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Published in

Analytics Vidhya

·Apr 3, 2021

Propensity to purchase with almost 100% accuracy?

This covid era has definitely changed the way people buy stuff. Top players in the e commerce industry like Amazon, Ebay, Flipkart, etc are the major benefactors. Knowing what a customer wants is the key to any business and knowing if a customer is going to buy a product is…

Machine Learning

5 min read

Propensity to purchase with almost 100% accuracy?
Propensity to purchase with almost 100% accuracy?
Machine Learning

5 min read


Published in

DataDrivenInvestor

·Mar 7, 2021

Bank Churn Prediction using popular classification algorithms

Knowing the customer churn rate is a key indicator for any business. According to a study by Bain & Company, improving the customer retention rate for existing customers by just 5 percent can improve a company’s profitability by 25 to 95 percent. In this article, we are going to look…

Machine Learning

7 min read

Bank Churn Prediction using popular classification algorithms
Bank Churn Prediction using popular classification algorithms
Machine Learning

7 min read


Published in

Analytics Vidhya

·Feb 20, 2021

Twitter Data Mining and NLP

Data costs money right? Large corporate companies buy data from dedicated agencies. It can be in the form of surveys or customer feedback questionnaire. But what if you want the very same data ‘for free’ . Yes, you heard that right. Social media Data Analysis is a very popular methodology…

NLP

5 min read

Twitter Data Mining and NLP
Twitter Data Mining and NLP
NLP

5 min read


Published in

Analytics Vidhya

·Feb 7, 2021

Market Basket Analysis using R

For the next few minutes, imagine that you own a shop and you need to improve the sales. So as the manager what are you likely to do? Give discounts on products Encourage buyers to new offers Increase customer service experience Maybe some marketing Every point is right, but what’s…

Market Basket Analysis

7 min read

Market Basket Analysis using R
Market Basket Analysis using R
Market Basket Analysis

7 min read


Published in

Analytics Vidhya

·Jan 14, 2021

Linear Regression and Random Forest

For my 2nd article, I’ll be showing you on how to build a Multiple linear regression model to predict the price of cars and later comparing it with the accuracy of Random Forest along with some visuals. Let’s get started! Before we go on to do the coding part, we…

Linear Regression

5 min read

Linear Regression and Random Forest
Linear Regression and Random Forest
Linear Regression

5 min read


Published in

Analytics Vidhya

·Dec 18, 2020

EDA and Recommendation system in Python

Here is where I start my journey as a Data Science blogger. The purpose of getting into this is to support young Data Analysts and Data Science enthusiasts like me. Hope you enjoy! Amazon Top 50 books (2009–2019) Over the years e- commerce has taken over the world and big players such as Amazon, Flipkart…

Data Science

5 min read

EDA and Recommendation system in Python
EDA and Recommendation system in Python
Data Science

5 min read

Ashwath Paul

Ashwath Paul

137 Followers

A professional data storyteller with a perfect blend of Statistics and computational Science.

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