Sign in

Authors: Pete Davis, Andrew Han, Steve Sohn, Matthew Streichler, Dian Zhao


The main goal of this project was to analyze customer browsing patterns on Expedia to predict which hotel cluster they will book from. We first went over the problem statement and the motivation behind the project. Next, we explored the data and explained what types of pre-processing methods we went through before applying the dataset to the model. Based on the cleaned dataset, we explained how and why we applied different machine learning methods. Finally, we elaborated on our results and insights.

This is the link that includes the…

Pete Davis

Get the Medium app

A button that says 'Download on the App Store', and if clicked it will lead you to the iOS App store
A button that says 'Get it on, Google Play', and if clicked it will lead you to the Google Play store