Using AutoML in other Microsoft products
In this book, you've learned how to use AutoML on Azure, but you can also use AutoML in a wider suite of Microsoft products. While you can easily create and productionalize just about any AutoML solution following the architectural patterns in the Architecting AutoML solutions section of this chapter, there are certain scenarios in which you may want to use AutoML on other Microsoft platforms. You can find AutoML in the following places:
- PowerBI
- Azure Synapse Analytics
- ML.NET
- HDInsight
- SQL Server
- Azure Databricks
Even though AutoML is available for these services, there are many differences of which you should be aware. Some services are code-free while others are code-only. Some services preclude you from training forecasting algorithms and others are based on entirely different ML frameworks. In this section, you will be guided through the general capabilities service by service.
