AWS re:Invent 2022: 'Machine Learning Is No Longer the Future'

Saha noted that customers approach machine learning in different ways, so AWS seeks to meet them where they are in their implementation. According to Saha, customers fall into one of three layers of development, and AWS offers services for each layer. "At the bottom layer are the machine learning infrastructure services. This is where we provide the machine learning hardware and software that customers can use to build their own machine learning infrastructure," he said. "This is meant for customers with highly custom needs, and that is why they want to build their own machine learning infrastructure."