Amazon, Google, IBM, and Microsoft investing in the machine learning capabilities

It is interesting to observe that, major cloud-infrastructure providers are investing in the technologies to either acquire or build upon their own machine learning expertise. 

In effect, Amazon, Google, IBM, and Microsoft can provide machine learning capabilities in a cloud-based delivery model, exploiting their own cloud infrastructures to offer APIs that developers can use to quickly and easily embed machine learning capabilities into their applications.