As we have seen in this chapter, integrating Azure AI services with other non-AI services is easy and configuring these integrations can be done in a few simple steps. For codeless approach, Logic Apps and Data Factory provide tools to automate many data-related tasks. By leveraging AI services such as Cognitive Services or ML Studio Web Services, the incoming data can be enriched with insights and predictions produced by the AI services.
The trigger-based event handling system allows you to react to different kinds of events, for example when a new file is created or modified in cloud storage. The triggers can be used to launch data processing pipelines in scenarios where data moves infrequently and schedule-based data processing might introduce lags, since the system must wait for the scheduled time to lapse. With storage-based triggers, the data pipeline can be initiated...
