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Stateful Distributed Computing in Python with Ray Actors

University of Jonathan 7,854 4 years ago
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Learn how to perform stateful distributed computation in Python with the Ray actors API. https://github.com/psychothan/scaling-data-science ⏭ next video: https://youtu.be/Xa_94PuUYQI ⏮ previous video: https://youtu.be/jua2dFrHSUk 🎞 playlist: https://youtube.com/playlist?list=PLmetp36hFxeyc9qO_5tPNMW-YD3tZfCFN 🔗 Ray actors: https://docs.ray.io/en/master/walkthrough.html#remote-classes-actors 🔗 Original Ray Paper: https://arxiv.org/abs/1712.05889 🔗 Binder: https://mybinder.org 🔗 Docker: https://www.docker.com/products/docker-desktop Stay in the loop! 👇 https://discord.gg/nbyZ6EpUum https://twitter.com/jonathandinu https://jonathandinu.com https://jonathans.courses #python #ray #datascience ✌︎⚡︎✌︎⚡︎✌︎⚡︎✌︎⚡︎✌︎⚡︎✌︎⚡︎✌︎⚡︎✌︎⚡︎✌︎⚡︎✌︎⚡︎✌︎⚡︎✌︎⚡︎✌︎⚡︎✌︎⚡︎✌︎⚡︎✌︎⚡︎✌︎⚡︎✌︎⚡︎✌︎ 0:00 - Welcome! 0:55 - Introduction to Actors 2:14 - Python Example 12:10 - Tasks vs. Actors 15:39 - Outro

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