Using Amazon ML for binary classification (AWS CLI)

This recipe will outline the steps to perform a simple machine learning service task following the AWS ML tutorial for the Management console, but also using AWS CLI APIs. The objective of this recipe is to get you started with using Amazon ML from an AWS CLI API perspective.

Getting ready

For the purpose of this demonstration, we will use the sample data CSV provided by AWS at s3://aml-sample-data/banking.csv. This CSV is provided by AWS for their Management console's step-by-step tutorial, as shown in the following screenshot:

You may download and familiarize yourself with the data, or simply directly use it in this recipe by going through the steps in the How to...