treebeardtech

Scaling machine learning operations in Kubernetes

[Alex Remedios @AlexRemedios1]

Can you build a Big Data/High Performance Computing (HPC) platform on Kubernetes?

Here are some open-source projects that will get you started.

https://t.co/KmuLBgArZi

#mlops #kubernetes #bigdata #hpc

[treebeardtech @TreebeardTech]

What is cloud-agnostic AI? How does Kubeflow help bring AI into the cloud native landscape...and could it be improved?

Read some of our thoughts in the Treebeard March Update

https://t.co/hrXhspEsiR

#kubecon #kubeflow #cncf

[treebeardtech @TreebeardTech]

Kubecon EU is this week! What are your favourite Kubeflow developments?

We're biased, because we've just released kubeflow-helm, giving engineers a "1-click" Kubeflow installation

https://t.co/4UsdsYVgxW

#kubeflow #kubecon #mlops

[Alex Remedios @AlexRemedios1]

Excited for #raysummit in SF next week ☀️

Catch my talk on Tuesday about the Ray-based AI infrastructure we built with @faculty_ai to forecast COVID-19 outbreaks for the NHS.

https://t.co/TYZksdtvTA

#ai #ml #mlops @Ray_Summit_Live @raydistributed

[{Jules Damji}=💻📚📝 @2twitme]

It uplifts your soul to be part of @raydistributed team whose enduring commitment to make it better, with release of #Ray, is being used for a good cause in healthcare

[Ben Lorica 罗瑞卡 @bigdata]

#TheDataExchangePod: @AlexRemedios1 @treebeardtech describes an #AI infrastructure transformation project with @NHSuk Early Warning System. Learn how they used the power of @raydistributed, the #opensource nbmake Pytest plugin, & practical #MLOps at scale.
https://t.co/nXtRSZ3MV9

[Unitary @UnitaryAI]

How do you optimise your business processes with Auto-scaling? We are back with another great webinar. Get your tickets! https://t.co/J5KRO43a7L

[Matt McCormick @[email protected] @thewtex]

How do we raise the quality of scientific @ProjectJupyter notebooks? https://t.co/XIfjEql10N #pytest #nbmake #jupyter #itk

[treebeardtech @TreebeardTech]

@davidpratten hi @davidpratten, that sounds like a good feature request! Could you share an example notebook with us on GitHub for this use case, so we can figure out the incremental work?

https://t.co/bIaADAci9W

[treebeardtech @TreebeardTech]

nbmake 1.3.3 is released ✨. Data scientists can now mock out global variables when testing notebooks.

https://t.co/2X02Y2E5cR

[Alex Remedios @AlexRemedios1]

I've just released pytest-deepcov! It's a unique alternative to a debugger for when a bunch of tests fail at once. Feedback welcome https://t.co/sjUmVhP8n1

[Alex Remedios @AlexRemedios1]

🐋✨ Announcing whaler: A visual disk-usage analyser for docker image.

https://t.co/SWIAvyBeBw

[treebeardtech @TreebeardTech]

New from treebeard, with a more sensible name:

nbmake tests notebooks in parallel and enables fast building of big jupyter books/nbsphinx docs

https://t.co/Ls2c0c67yw

[treebeardtech @TreebeardTech]

Check out how InsightSoftwareConsortium is raising their quality bar by testing their #jupyter examples with treebeard :)

https://t.co/iKZjHG3GUS

[treebeardtech @TreebeardTech]

Enjoyed talking about containers, actions, and notebooks at DSF yesterday! https://t.co/CDc2BXgbw9

[treebeardtech @TreebeardTech]

How to: Use IPython event hooks to add comment buttons to notebook output cells.

(warning: messy) https://t.co/PCAD5nrObL

[treebeardtech @TreebeardTech]

We've just released treebeard 0.1.1.

With 1 line of config treebeard can catch errors in your repo's notebooks and list missing requirements.

https://t.co/PnYgBFEwp7

[treebeardtech @TreebeardTech]

Hello world