Technical requirements
If you wish to follow along, which I highly recommend, you will need an Amazon Web Services (AWS) account. If you do not have an existing account, you can create an AWS account under the Free Tier. The AWS Free Tier provides customers with the ability to explore and try out AWS services free of charge up to specified limits for each service. If your application use exceeds the Free Tier limits, you simply pay standard, pay-as-you-go service rates. In this chapter, we will get started by looking at how to access and get familiar with the SageMaker Data Wrangler user interface. As you follow along, you will use AWS Compute and also end up creating resources in your AWS account. This especially applies to the Training a machine learning model section of the chapter, which is both compute-intensive and creates an endpoint that you will have to delete. Please remember to clean up by deleting any unused resources. We will remind you again at the end of the chapter...