This post is about bringing several individual blog posts together and showing you an orderly fashion to follow to build your app with FastAPI, Use docker for the environment, and Deploy using AWS.
Category: Data Science
This tutorial will teach you how to build a Data Science API using FastAPI. Everything is not covered in this tutorial, but we are going to build a functional API and at the end of this tutorial
How to install docker and quickly get started building data science app inside a docker environment. I provide you with a template APP that you can use to to begin. Just edit the template APP I give you.
Deploy your data science APP to AWS using AWS ElasticBeanStalk. This tutorial assumes you are using docker for your environment. If you are not using docker for your environment, you can still follow this tutorial.
Before installing docker, you need to find out the type of windows system you have. The process for installing docker on windows 10 pro is different than the process for installing docker on windows 10 home.
This tutorial will be focused on teaching you how to install WSL2 on windows 10 home and windows 10 pro. How you install WSL2 on windows 10 HOME is different than how you install it on windows 10 PRO