Building the CI/CD pipeline resources

To begin re-factoring the Age Calculator use case, we are going to work through the initial setup steps from the perspective of the development and operations teams. We will be using the same Cloud9 development environment that we created in Chapter 4, Continuous Integration and Continuous Delivery (CI/CD) for Machine Learning, to perform the following tasks:

• Updating the development environment
• Creating the pipeline artifact repository
• Building the pipeline application artifacts
• Deploying the CI/CD pipeline

Let's get started.

Updating the development environment

Start by logging into the same AWS account you've been using up to this point and open the AWS Cloud9 console (https://console.aws.amazon.com/cloud9). Under Your environments, click the Open IDE button to launch the MLOps-IDE development environment.

Note

If you have not provisioned the MLOps-IDE environment, please refer to the Preparing...