Architecting AutoML solutions
Architecting AutoML solutions refers to drawing end-to-end diagrams. These act as blueprints for how you should build out your solution, and also can be used to explain to your end users how everything works. While many IT solutions are complex and can take many forms, AutoML-based solutions follow standard patterns that require you to make a few important decisions.
In this section, you'll first learn what decisions to make before architecting a decision. Then, you will learn how to architect an end-to-end batch scoring solution and an end-to-end real-time scoring solution that's easy to explain to end users. Although the architecture may be simplified, the more standard it is, the easier it is to implement, explain, and understand.
Making key architectural decisions for AutoML solutions
When drawing an architectural diagram, there are several key considerations you need to make, the most important being whether you need to make a batch...
