Data Science

Predicting Attrition in Healthcare Workers
Predicting Attrition in …

Hiring and training employees is an expensive process that requires capital, time and skills. On average, companies lose 1 - 2.5% of their total revenue on the time it takes to bring a new hire up to speed. Furthermore, companies spend 15 - 20% of the an employee’s salary to recruit a new …

The Cost of Health Care Insurance
The Cost of Health Care …

The goal of this project is to predict the health insurance cost incurred by individuals based on their age, gender, BMI, number of childrem, smoking habits and location. The dataset was exported from Kaggle and curated by user Miri Choi. Variable Description age Age of primary beneficiary sex …

Customer Attrition Prediction for a Telecom Company
Customer Attrition …

Service providers across different industries use customer attrition analysis because the cost of retaining an existing customer is far less than acquiring a new one. In this project, I apply machine learning algorithms to predict a telecom company’s customer churn based on several factors, …