Deploy Machine Learning Models using FASTAPI: A step by step walkthrough

This article presents a code-based hands-on approach for learning FastAPI, a framework for creating APIs. We begin with an introduction to APIs and FastAPI. Then we go into installing the required packages. In the next step, we will create a simple Restaurant API, to get acquainted with the framework. Finally, we will move into deploying Machine Learning models using FastAPI.