Context Airbnb, Inc. is an American vacation rental online marketplace company based in San Francisco, California, United States. Airbnb offers arrangements for lodging, primarily homestays, or tourism experiences. The company does not own any of the real estate listings, nor does it host events; it acts as a broker, receiving commissions from each booking. Reference Since 2008, guests and hosts have used Airbnb to travel in a more unique, personalized way. Objective Imagine you are Data Scientist who would help find the price for lodging or homestays based on different attributes mentioned in their listings. Oh wait, what are listings? Listings can include written descriptions, photographs with captions, and a user profile where potential guests can get to know a bit about the hosts.And you are given the listings of one of the most popular cities in central Europe: Amsterdam. Now your job is to build a machine learning model that will automatically predict the price for lodging or homestays