Building Samsara's Machine Learning Platform with Ray

In this talk we will share how we use Ray to address various challenges Samsara faced building its machine learning platform from scratch, specifically, creating a unify but flexible development experience for a team that needs to build AI in both cloud and edge.

We will deep dive on how Ray and its ecosystem (Spark on Ray, Dagster etc.) enables ML research and development on a non-traditional setup, which improves data exploration and model training experience. We will also share our experience on managing our Ray infrastructure and some of the best practices we learn along the way.

About Anyscale
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Anyscale is the AI Application Platform for developing, running, and scaling AI.

If you're interested in a managed Ray service, check out:

About Ray
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Ray is the most popular open source framework for scaling and productionizing AI workloads. From Generative AI and LLMs to computer vision, Ray powers the world’s most ambitious AI workloads.

#llm #machinelearning #ray #deeplearning #distributedsystems #python #genai