A Blog full of AI Projects

A Blog full of AI Projects

Python FastAPI with JWT Auth serving House Price Predicting using Classic Machine Learning with the Ames Housing Datase (v7)

06-May-2026

Python FastAPI with JWT Auth prediction House Prices using Linear Regression (v7) - hosted at Vercel Cloud using Serverless Functions

This version is using the Ames Housing Dataset predicting houce prices by a model trained by Linear Regression exported to ONNX format ready for running at various platforms

Try the demo by OpenAPI...

A Starter FastAPI + JWT Auth + ML + Linear Regression + ONNX + House Price Predicting + Ames Housing Dataset + OpenAPI / Swagger - secured by HTTPS

During the development process, I used ChatGPT for assisting with code generation and Github Copilot for code inline suggestion

DevOps by VS Code + GitHub + Vercel Cloud

The Web API at GitHub
AI - Machine Learning - Deep Learning - RAG