entbappy/Shipment-Price-Prediction-ML-Project — reverse-engineered prompt

Build me a simple shipment price prediction project that can train on a shipping dataset stored in MongoDB Atlas and then let me predict the price for a new shipment.

I want it to feel like a complete machine learning project, not just a notebook. Please include the setup to load the data, clean and prepare it, train a model, save the trained model and any needed files, and run predictions later. Add a small web app or demo screen where I can enter shipment details and get the estimated shipment price back.

Please organize the project so it’s easy to understand, with separate parts for settings, data handling, training steps, artifacts, and the prediction pipeline. Include clear run instructions in the README, including creating the environment, installing requirements, connecting MongoDB Atlas, training the model, and starting the app.

Use Python and keep it beginner friendly. If you need current library details, look them up online.