Ray: Faster Python through parallel and distributed computing

Parallel and Distributed computing sounds scary until you try this fantastic Python library. Ray makes it dead simple to run your code on a cluster of computers with minimal changes to the actual code. Check it out!

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[shadid_io]

the way you compacted 1 hour worth of content into 10min video is just amazing.

[JOHNSMITH-verq]

astonishingly efficient pedagogy here. Props man! Thanks!!

[jmnunezd]

Awesome video Jack! Keep on with the good content bro!

[prashanthb]

Simple and Lucid, thanks a lot. This gives me hope for my current project.

[yudhaputra]

Thank you, I've been trying to do distributed computing using hadoop and spark. And I just found out that there is an easier way for it. Thank you, I will try it next time.

[vighneshpp]

What an amazing awesome video! thanks a TON for making this gem!

[tomasmizera]

Great introduction to Ray, thank you!

[SyedFarhanhaseeb]

You are great Jack! Learn new things with you. Keep it up!!

[thisoldproperty]

Thank you! This was an awesome presentation. well planned out and thought through. I'm going to give ray a go.!

[doyletheCat]

I’m new to distributed computing so I’m sorry if this is a dumb question. Could you use Ray with a task scheduler like Slurm? Like I feel like it would be useful to not have to manage all the connections manually, and just send it all to Slurm to deal with

[Kattemageren]

That is very awesome, will have to try it out

[kisr]

this is awesome .... thanks for shared

[sreenath]

Awesome video.
Small nit though… in the second time test… imread comes after start time. Wouldn’t that increase the time taken!?

[syedsohail]

Can you please help the client node gets connected to cluster but the worker is just idle all the workload is done by host computer

[ameersohailsyed]

Hi when I try to connect another laptop to head node I get an error can’t connect to GCS address check that it is correct or firewall is turned off can you help us please

[vishwasshankar]

Can you use this to parallelize the code for cluster computing?

[victornoagbodji]

🙏 🙏 😊 great intro! 😅 show us your tmux, vim setup?

[crossvariation]

Very helpful video. How would this be hooked up to remote AWS servers? Thanks

[namegoeshere]

How would I have it so I just have to start the server and not type the command using ws (websocket)?

[yoganandaiyadurai]

Great video. Where can I get the source code for this demo?