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Python FastAPI with JWT Auth predicting house prices by Machine Learning using Linear Regression (v4)
22-April-2026
Python FastAPI with JWT Auth serving a Machine Learning Application using Linear Regression and ONNX Predicting House Prices (v4) - hosted at Vercel Cloud using Serverless Functions
This version predict the house price by size, number of rooms, year built, location and condition and saves the model in ONNX. This format is great for Vercel Serverless as well as other platforms
A Starter FastAPI + JWT Auth + ML + Linear Regression + ONNX + Predicting house prices + 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 GitHubAI - Machine Learning - Deep Learning - RAG