How Google, Amazon & Microsoft Are Making ML Accessible For SMEs

Organisations are now realising the benefits of data, thanks to the democratisation of machine learning which has put powerful tools in the hands of SMEs and large enterprises alike. What has changed the game for companies (small and large alike) is the access to algorithms and labelled data coupled with massive computing resources that helps teams train and deploy models on a large scale. Today, machine learning is being provided as a service by multiple vendors, who provide compute and pre-trained models. In this article, we will look at how the Machine Learning as-a-service market is opening up access for small and medium enterprises to begin using artificial intelligence and scale according to their uses. Over the years, the existence of MLaaS market serves a bigger purpose for the scaling of small and medium enterprises.