To build solutions with machine learning, requires a data scientist. Now Microsoft is enabling the cognitive services to take advantage of AI with developers, without requiring a data scientist. This is happening by getting machine learning models and the pipelines and the infrastructure needed to build a model and packaging it up into a Cognitive Service for vision, speech, search, text processing, language understanding, and more.
The advantage of this scenario is it is possible for anyone who can write a program to now use machine learning to improve an application. But if the developer tries to create Large scale applications using AI they face many problems on that. To overcome the problems Microsoft is introducing container support for Cognitive Services, making it significantly easier for developers to build ML-driven solutions.
This allows developers to build big AI systems that run at scale, reliably, and consistently in a way that supports better data governance.