To easily follow the steps in this lesson, you need fundamental knowledge of AI, models, how they are created, and the processes of training and prediction.
This lab involves some basic knowledge of RESTful APIs, including methods like GET and POST, as well as hosting on an endpoint server. Understanding these concepts will help you better grasp the workflow. However, the hosting setup in this lesson is pre-configured, so you won’t need to focus on it.
Docker is a software platform that enables the creation, deployment, and management of applications within containers. The Customized Image used in this lesson will be built with Docker, so having a basic understanding of Docker will help you follow the steps smoothly.
If you haven’t installed Docker yet, you can download it from the Docker homepage.
You can download the source code used in this lesson here.