Tutorials: Distributed Python with Ray: Hands-on with the Ray Core APIs

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This is an introductory and hands-on guided tutorial of Ray Core. Ray provides powerful yet easy-to-use design patterns for implementing distributed systems in Python. This tutorial includes a brief talk to provide an overview of concepts, why one might use Ray for distributing Python and Machine Learning workloads, and a brief discussion on Ray’s Ecosystem.

Primarily, the tutorial will focus on Ray Core APIs to write remote functions, actors, and understand Ray’s basic design patterns for writing distributed Python applications.