AI Infrastructure: Cloud Services to Create AI Solutions II
Understand how cloud-based machine learning as a service (MLaaS) platforms support AI infrastructure, including data processing, model training, and APIs for predictions. Learn to compare major providers and choose services based on business needs and data insights.
Machine learning as a service (MLaaS)
As we learned in the previous lesson, machine learning as a service (MLaaS) refers to cloud-based platforms that solve infrastructure needs like data pre-processing, model training, and model evaluation. They allow businesses to easily consume results of predictions on new data by calling REST APIs and to gain valuable insights from the data via predictive analytics.
Amazon Machine Learning services, Azure Machine Learning and Google Cloud AI are the top three cloud MLaaS services. This means that you can ...