[ai] ray summit recap

_posts/2022-09-03-ray-summit.md

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+layout: post
+comments: true
+title: Ray Summit 2022 Recap
+excerpt: Read about some of the exciting talks at Ray Summit 2022
+tags: [ai,ray]
+toc: true
+img_excerpt:
+---
+
+<img align="center" src="/assets/logos/ray.png" width="480" />
+<br/>
+
+### Scaling Instacart fulfillment ML on Ray
+https://www.anyscale.com/ray-summit-2022/agenda/sessions/130
+
+
+### KubeRay: A Kubernetes Ray clustering solution
+https://www.anyscale.com/ray-summit-2022/agenda/sessions/134
+
+
+### Scalable feature engineering with Hamilton on Ray
+https://www.anyscale.com/ray-summit-2022/agenda/sessions/115
+
+### Scalable training of language models using Ray, JAX, and TPUv4
+
+https://www.anyscale.com/ray-summit-2022/agenda/sessions/156
+
+### How Spotify sped up ML research and prototyping with Ray
+https://www.anyscale.com/ray-summit-2022/agenda/sessions/180
+
+### Cruise dataset
+https://www.anyscale.com/ray-summit-2022/agenda/sessions/194
+
+### SkyPilot
+
+## Resources
+- Ray summit 2022 - [website](https://www.anyscale.com/ray-summit-2022/)
+- Ray examples - [documentation](https://docs.ray.io/en/latest/ray-core/examples/overview.html)
+- How does Ray compare to Apache Spark?? - [video](https://www.youtube.com/watch?v=yLKHHiT2nWw)
+- Similarities and differences of Spark, Dask, and Ray - [video](https://www.youtube.com/watch?v=YpFACw3g0AY)
+- Hamilton - [documentation](https://hamilton-docs.gitbook.io/docs/)
+- SkyPilot - [documentation](https://skypilot.readthedocs.io/en/latest/)
+- Ray vs Celery - [github issue](https://github.com/ray-project/ray/issues/21248)
+- Ray at Data science on AWS - [meetup](https://www.meetup.com/fr-FR/data-science-on-aws/events/cdwjssydclbtb/) / [slides](https://www.slideshare.net/cfregly/ray-ai-runtime-air-on-aws-data-science-on-aws-meetup) / [video](https://youtu.be/UtevBYEEsWw)