Explore how Ray addresses challenges in building Samsara's machine learning platform from scratch in this 30-minute talk. Discover how Ray and its ecosystem, including Spark on Ray and Dagster, enable ML research and development in a non-traditional setup, improving data exploration and model training experiences. Learn about creating a unified yet flexible development environment for AI in both cloud and edge settings. Gain insights into managing Ray infrastructure and best practices learned along the way. Access the accompanying slide deck for visual references and additional details. Delve into the world of distributed systems, machine learning, and AI application development with this informative presentation from Anyscale, the company behind the Ray framework.