Ray Summit 2023 - Training Day

© 2023, Anyscale Inc. All Rights Reserved

Learn how to use Hugging Face and LangChain, how to apply transformers and diffusion models, and how to build and deploy AI applications. Level up your skills through hands-on training sessions with the builders, makers, and maintainers of Ray. Exclusive to Ray Summit attendees.

Make sure to visit Self-paced Learning Platform to access more resources, including production-ready implementations of LLMs and Generative AI use cases.

Overview

Morning sessions

Time (PDT)	Session
9:00am - 12:00pm	Implementing a production MLOps pipeline to deliver end-to-end ML applications at scale
9:00am - 12:00pm	Learn How to Build and Productionize LLM-Powered Applications with Ray and Anyscale
9:00am - 12:00pm	Introduction to Ray AI Libraries for Deep Learning

Afternoon sessions

Time (PDT)	Session
1:00pm - 4:00pm	Ray Core Deep Dive: API, Architectures and Best Practices
1:00pm - 4:00pm	Practical Data and Evaluation Considerations for Building Production-Ready LLM Applications with LlamaIndex and Ray
1:00pm - 4:00pm	Real-time ML - Deploying Online Inference Pipelines
1:00pm - 4:00pm	GenAI - Fine-tuning and Deploying Stable Diffusion Models with Ray and Anyscale

Connect with the Ray community

You can learn and get more involved with the Ray community of developers:

• Self-paced Learning Platform

  Access the latest resources, including production-ready implementations of LLMs and Generative AI use cases.

• Ray documentation

• Official Ray site

  Browse the ecosystem and use this site as a hub to get the information that you need to get going and building with Ray.

• Join the community on Slack

  Find friends to discuss your new learnings in our Slack space.

• Use the discussion board

  Ask questions, follow topics, and view announcements on this community forum.