Machine Learning Model Deployment with FastAPI and Docker

Machine learning model deployment is a crucial step in making your ML models accessible to users and applications. FastAPI, a modern Python web framework, and Docker, a containerization platform, have gained popularity for their efficiency and simplicity in deploying machine learning models. In this tutorial, we'll walk through the process of deploying a machine learning model using FastAPI and Docker, making it accessible via a RESTful API.

Before we get into this article, if you want to learn more on …

applications containerization deployment docker efficiency fastapi framework machine machine learning machinelearning machine learning model machine learning models making ml models model deployment modern platform process programming python simplicity through tutorial web