As a data scientist, you are supporting a hotel with a project aimed at increasing revenue from their room bookings. They believe that they can use data science to help them reduce the number of cancellations. You are to use any appropriate methodology to identify what contributes to whether a booking will be fulfilled or canceled. The results of your work will be used to reduce the chance someone cancels their booking.
- To develop/build a system/web app that predicts whether a hotel booking will be fulfilled or canceled.
- To determine the factors with high importance in predicting whether a hotel booking will be fulfilled or canceled.
Python