Ray Use Cases

Ray + Weights & Biases: Build and deploy real-world ML models

Ray Summit 2022

In this talk, we'll share case studies of how companies are using Weights & Biases and Ray as their MLOps infrastructure, and then give an overview of how to use Ray Tune with Weights & Biases Sweeps to perform hyperparameter optimization at scale.

About Lukas

Lukas Biewald is the CEO and co-founder of Weights & Biases, a developer-first MLOps platform. He also co-founded Figure Eight (formerly CrowdFlower), a pioneer in the ML data-labeling space. Figure Eight was acquired by Appen (APX) in 2019. Lukas has dedicated his career optimizing ML workflows, teaching ML practitioners, making machine learning more accessible to all, and occasionally tinkering with robots.

Lukas Biewald

CEO/Founder, Weights & Biases
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