# this is First ML project 
You have been hired by Inn the Neighborhood, an online platform that allows people to rent
out their properties for short stays. Currently, the webpage for renters has a conversion rate of
2%. This means that most people leave the platform without signing up.
The product manager would like to increase this conversion rate. They are interested in
developing an application to help people estimate the money they could earn renting out
their living space. They hope that this would make people more likely to sign up.
The company has provided you with a dataset that includes details about each property
rented, as well as the price charged per night. They want to avoid estimating prices that are
more than 25 dollars off of the actual price, as this may discourage people.
You will need to present your findings in two formats:
1. You must submit a written report summarising your analysis to your manager. As a
data science manager, your manager has a strong technical background and wants
to understand what you have done and why.
2. You will then need to share your findings with the product manager in a 10 minute
presentation. The product manager has no data science background but is familiar
with basic data related terminology.