# \[COUPON\] Data Science Masterclass: Predicting the Sale of an Insurance Policy | Eventbrite

**URL:** <https://onehack.st/t/coupon-data-science-masterclass-predicting-the-sale-of-an-insurance-policy-eventbrite/188237>\
**Category:** Give-Away and Freebies\
**Tags:** freebies\
**Created:** [June 7, 2021, 11:07am UTC](https://onehack.st/t/coupon-data-science-masterclass-predicting-the-sale-of-an-insurance-policy-eventbrite/188237 "2021-06-07T11:07:45Z")\
**Posts on this page:** 1\
**Page:** 1

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**Author:** ![Srinivas\_Soma](https://onehack.st/user_avatar/onehack.st/srinivas_soma/32/85164_2.png) [@Srinivas\_Soma](https://onehack.st/u/Srinivas_Soma)\
**Post date:** [June 7, 2021, 11:07am UTC](https://onehack.st/t/coupon-data-science-masterclass-predicting-the-sale-of-an-insurance-policy-eventbrite/188237/1 "2021-06-07T11:07:45Z")

</div>

![Predicting the Sale of an Insurance Policy](https://onehack.st/uploads/default/original/3X/b/4/b48f42ca96b370f6682b2245e6866685e1a6f9af.jpeg)

The aim of this project is to predict if a customer will purchase a Caravan Insurance Policy based on socio‐demographic and product ownership data or not. Being a high dimensional dataset we will take measures to [reduceswethakatragadda88@gmail.com](mailto:reduceswethakatragadda88@gmail.com) the dimensionality of the data.

To answer the problem, we will apply various classification techniques to understand the records and evaluate the values. We will build models using under sampling and oversampling approaches to correct the imbalanced dataset. Finally, we compare all the models to select the best one.

**Goal:** To predict the sale of an insurance policy

**Tools Used:** Machine Learning, Statistics, Python

**Prerequisites:** Basic Exposure to programming or Beginner is also fine

**Learning Outcome:** To understand Machine Learning and be able to comprehend it’s use in real-time and to understand how good Machine Learning techniques suit your understanding.

**Date:** 18th June, 2021

**Time:** 6:00PM - 8:00PM IST

**[Please Click here to Register for Free](https://www.eventbrite.com/e/data-science-masterclass-predicting-the-sale-of-an-insurance-policy-tickets-158069868231?aff=onehack)**