Technical requirements

You will require access to an Azure subscription. Within that subscription, you will need a resource group named packt-azureml-rg. You will need to have either a Contributor or Owner Access control (IAM) role on the resource group level. Within that resource group, you should have already deployed a machine learning resource, named packt-learning-mlw. These resources should be already available to you if you followed the instructions in Chapter 2, Deploying Azure Machine Learning Workspace Resources.

Additionally, you will require a basic understanding of the Python language. The code snippets in this chapter target Python version 3.6 or later. You should also be familiar with working with notebooks within AzureML studio; this is something that was covered in Chapter 7, The AzureML Python SDK.

This chapter assumes you have registered the loans dataset that you generated in Chapter 10, Understanding Model Results. It also assumes that you have created a...