🛩️ Airline Price Predictor: How are Flight Prices Calculated?
How much will you pay for your next flight? I trained a machine learning model using 9 million flight records to predict the price of your next flight!
Summary
Select your origin city, your destination city, with which airline company you are flying, and how many tickets you are purchasing — and my model will predict the round-trip cost! View the ReadMe in Github to learn about my modeling process & statistical analysis.
Tech Stack
Flask, Heroku, Dash Core Components, Scikit-Learn, Category_Encoders, PDP (Partial Dependence Plots), Plotly, Matplotlib, Seaborn, Shap (Shapley), eli5 (Permutation Importances)
Team
Solo Project
Timeline
Less than Two Weeks