Trends in AI and Python Scalability: Reflections from the Ray Summit Program Chairs

The upcoming Ray Summit will focus on scalable machine learning, scalable Python, and making it accessible to everyone. The conference aims to highlight the challenges of developing scalable applications, particularly in machine learning and deep learning, and how Ray is addressing these challenges by providing a platform for distributed computing and state management. Speakers from leading companies and open-source communities, including financial services, retail, manufacturing, media, and advertising, will share their experiences with Ray. The conference also features presentations on machine learning and cloud-native services, as well as discussions on the future of distributed computing, reinforcement learning, and MLOps. Keynote speakers include experts from leading companies such as Uber, Autodesk, and Microsoft, who will discuss their use cases for scalable machine learning and RL applications.