abdelghani11/UmojaHack-Algeria-Yassir-ETA-Prediction-Challenge

My Team Solution to UmojaHack Algeria: Yassir ETA Prediction Challenge # UmojaHack Algeria: Yassir ETA Prediction Challenge My Team Solution to UmojaHack Algeria: Yassir ETA Prediction Challenge Established in 2017, Yassir is the leading ride-hailing company in Algeria. It covers all major Algerian cities and is expanding its services to Tunisia, Morocco and France. Besides ride-hailing services, Yassir is making customers’ lives easier by providing diversified services such as goods and food delivery as well as telemedicine. Ride-hailing apps like Uber and Yassir rely on real-time data and machine learning algorithms to automate their services. ***The objective of this hackathon is to predict the estimated time of arrival at the dropoff point for a single Yassir journey.*** ## Our Solution Our solution was based on XGBOOST model, and on creating new features using the provided data. The New York City Taxi Trip Duration on Kaggle was a great inspiration since the problem is similar.