Anyscale

Anyscale is a company that provides a platform for building, deploying, and scaling large-scale machine learning applications. Their platform leverages Ray, a popular open-source framework for distributed computing, to simplify the process of creating and managing complex ML workflows. Anyscale's offering goes beyond simply providing compute resources; it includes tools for managing data, model training, experimentation tracking, and deployment to various environments, including the cloud, on-premise infrastructure, and edge devices. The platform aims to address the challenges associated with scaling machine learning workloads, such as resource allocation, job scheduling, fault tolerance, and monitoring. Anyscale caters to a wide range of users, from individual data scientists to large enterprises with extensive machine learning operations.