Expedia Hotel Recommendation System data science

Discover how Expedia predicts the perfect hotel group for travelers using advanced data science techniques! 🚀 This video dives into Expedia's hotel recommendation system, which leverages historical user data and machine learning to predict hotel clusters for bookings. Learn how: Hotel clusters group similar hotels based on price, ratings, and location. Training and test datasets (2013-2014 for training, 2015 for testing) are used to predict outcomes. Destination features derived from hotel reviews enhance prediction accuracy. Perfect for data science enthusiasts and anyone curious about how technology transforms the travel industry. Don't miss out! 🌍✈️ 🔔 Subscribe for more data-driven insights and tutorials! https://docs.google.com/document/d/1xTJMwNsB4-xcXuCCo9QpT01Pfkh2OWHKDQI7V1uEQ8U/edit?tab=t.0