Summary

In this chapter, you have explored the options for creating an AMLS workspace, how to navigate in AMLS, how to create compute instances for developing code, and how to use your compute instance to develop code. You have dug into creating an AMLS workspace through the Azure portal, through the CLI, as well as through ARM templates. You have navigated through the AMLS workspace components, exploring the Author, Assets, and Manage sections of AMLS. You have explored a variety of IDEs, including Jupyter, AML notebooks, as well as VS Code, Microsoft’s premier IDE, with the compute instance that you created either using the portal, the CLI, or via an ARM template. This foundation gives you everything you need to begin scripting ML solutions.

In the next chapter, you will import data into AMLS and connect to a variety of data sources. You will also learn how to automatically track changes to your data and roll back to earlier versions if necessary.