The Azure Machine Learning stack
The Microsoft Azure ecosystem is quite broad; in this chapter, we will focus on its AI and ML related cloud offerings, especially the Azure Machine Learning service.
The following figure shows the offerings available for ML in the Azure cloud:
Figure 4.2 – Azure cloud ML offerings
You can visit the following link for more information about the offerings in the preceding table:
It can be confusing to know which Azure Machine Learning offering should be chosen among the many described in the preceding table. The following diagram helps with choosing the right offering based on the given business and technology scenario:
Figure 4.3 – Azure Machine Learning decision flow
Automated ML is a part of the Azure Machine Learning service capabilities. Other capabilities include collaborative notebooks, data labeling, ML operations, a drag-and-drop designer studio, autoscaling capabilities...
