Scalable, end-to-end machine learning, for everyone

Jules Damji and Richard Liaw on the state of the Ray ecosystem.


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Jules Damji is lead developer advocate, and Richard Liaw is an engineering manager at Anyscale, the startup founded by the creators of Ray, the open source project that makes it simple to scale any compute-intensive Python workload. We discuss the current state of Ray, a variety of use cases, and Ray’s near-term roadmap.

#E4EEF7;">To learn more about Ray and how to scale machine learning applications, attend the Ray Summit (San Francisco / Aug 23-24)


Highlights in the video version:

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[Image: from the Ray documentation; used with permissions.]