The Machine Learning Practitioner's Guide to Model Deployment with FastAPI
In this article, you will learn how to package a trained machine learning model behind a clean, well-validated HTTP API using FastAPI, from training to local testing and basic production hardening. Topics we will cover include: Training, saving, and loading a scikit-learn pipeline for inference Building a FastAPI app with strict input validation via Pydantic…