Scaling Python from Laptop to Cloud with Ray

This CloudBank Cloud Clinic focuses on Ray, an open-source framework for scaling Python workloads from a laptop to a cluster. Ray lets you parallelize data processing and ML training with minimal changes to the Python code you already write. In this session, we will cover the basics of how Ray distributes work, how to use it with SkyPilot to provision cloud infrastructure on demand, and a look at a particular use case of a PyTorch training job across multiple cloud nodes.