We're about to start out full stack recommender system tutorial live code along with
@jacopotagliabue for @OuterboundsHQ. come say hi! https://t.co/ZfE73xzPTE
I’m really excited about the Metaflow as a service offering by @OuterboundsHQ
Developer ergonomics are among the best of any tool I’ve seen comparable to Keras
https://t.co/DTDUYM3Tw2
@msjpenn@zackkanter Exactly, "no machine learning, no AI" my ass. Whoever wrote that paragraph needs to learn basic math before even using those words in a sentence.
Infrastructure engineers ❤️ @kubernetesio for many valid reasons. Data scientists shouldn't have to care about it. They deserve a user experience optimized for their needs, not for the needs of infrastructure. We built a bridge between the two worlds 🌉 🎉
If you'd been wondering where to donate to help the Ukrainians, this is it. Ryan runs a logistics startup, and his humanitarian efforts are startup-level efficient. You can be confident that he'll ship the right stuff, quickly, and that it will end up in the right hands.
It is such a privilege to get to work with fun, wise, and empathetic data scientists and Pythonistas like @hugobowne 🙇 Would you like to join us? https://t.co/CdL6c22w9h
📢 THE DAY HAS FINALLY COME
Announcing 🥁
🔥🔥Notebooks in Production With Metaflow.🔥🔥
Orchestrate notebook execution in your DAGs & visualize/debug production workflows. Outputs are rendered in the MetaFlow GUI 🚀
https://t.co/u1bZO4ZwNA
But that's not all! 🧵 👇 1/n
@bernhardsson In the Reed Hastings book IIRC he says they spend substantially more on travel as a result of this, so I guess it is not as clear cut from pure financial POV (ofc the argument is that it is still worth it for cultural reasons)
I'm writing a book about #datascience and #machinelearning infrastructure based on my experiences at Netflix and earlier companies. The book uses #metaflow to demonstrate the concepts but it is not exclusive to Metaflow. I'd love to hear your thoughts and feedback!
"As an informal estimate, our #datascience team believes they were able to test twice as many models in Q1 2021 as they did in all of 2020, with simple experiments that would have taken a week now taking half a day." - CNN
🤯
https://t.co/KMNSv1jZkj
#MachineLearning#MLOps
Great podcast with our CTO @kevinmstumpf on Software Engineering Daily discussing ML platforms at Uber and Tecton.
https://t.co/prbHl1k5h8
#machinelearning#mlops#DataScience https://t.co/hCe0MSW89U
@dmitriid@awscloud Having built a version of this (using modern web technologies!) that only uses 1MB of resources https://t.co/AogIaW1up7 , tbh I don't feel it makes all that much difference usability wise
We use AWS Batch a lot, like really a lot. https://t.co/fhF8cAYuIq Here's how we do it and what we learned about it and even a few tools we built and open-sourced while doing it all. @mndoci can we get more capacity now? :)
Here's a recording of my talk "More Data Science with Less Engineering: ML Infrastructure at Netflix" from SF Big Analytics Meetup at Lyft https://t.co/goMPjOn4tj