Ended on 25th Apr'21 06:29 PM (Coordinated Universal Time)
Getting Started With Data Science Bootcamp: Final Assignment
Predict if the customer will buy car insurance or not
3k
Medium
Educational
Challenge Starts
12 Apr 03:30 pm
Registration Ends
25 Apr 06:29 pm
Challenge Ends
25 Apr 06:29 pm
Content
Car insurance
offers protection against accidents, theft, natural calamities & other unforeseen circumstances that could harm your vehicle. Having a good motor insurance policy ensures that you and your car are protected from the financial losses of these unfortunate events.
Government has also made it compulsory to have vehicle insurance to drive cars on roads.
Problem Statement
Imagine you are a data scientist at a bank in your city. Your bank besides usual services also provides car insurance services. The bank has potential customers data and bank employees call them for advertising available car insurance options.
You are provided with general information about clients (age,job,etc.) as well as more specific information about the current insurance sell campaign (communication,last contact day) and previous campaign (attributes like previous attempts,outcome etc).
You have data about 3100 customers who were contacted during the last campaign and for whom the results of the campaign (if the customer bought insurance or not) are known.
Objective
You are provided 935 customers data who were contacted during the current campaign. You are required to build a machine learning model to predict if these customers will buy the car insurance or not