To understand further, it is good to get familiar with the term MLaaS, which is Machine Learning as a Service. MLaaS offers multiple ML-related services as an additional component to cloud computing. There are multiple options in the market, so it would depend on the use-cases being tackled. Let's discuss a few of the popular ones :
Google's Vertex AI : Google recently unveiled their Unified MLOps & AI Platform – Vertex AI to help Data Scientists / ML Engineers increase experimentation, deploy faster and manage models better.
AWS Machine Learning : AWS is the most significant player in the cloud computing market. Their Machine Learning offerings have matured over time to cater to all machine learning needs from speech recognition, computer vision, AI, etc.
Azure Machine Learning : Azure has been grabbing more market share over the years because it has done a lot right in the machine learning space. Azure Machine Learning is a no-code, drag and drop interface to perform machine learning at Scale along with model management.
