MLOps meetup #14 // Kubeflow vs MLflow with Byron Allen
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- Опубліковано 14 сер 2024
- MLOps.community meetup #14: Kubeflow vs MLflow
The amazing Byron Allen talks to us about why MLflow and Kubeflow are not playing the same game!
ML flow vs Kubeflow is more like comparing apples to oranges or as he likes to make the analogy they are both cheese but one is an all-rounder and the other a high-class delicacy. This can be quite deceiving when analyzing the two. We do a deep dive into the functionalities of both and the pros/cons they have to offer.
Byron is a Senior Consultant at Servian - a data consultancy in Australia that also has a footprint across APAC as well as the UK. Byron is based in the London office where he helps organizations discover and build competitive advantage through their data. His focus is on client advisory and consulting delivery related to Experiments and ProductionML (i.e. data science, experimental design, ML model development, MLOps).
Byron has written about a wide range of topics including the divide between data engineer and scientist, the role of ML in the post-covid world, and Kubeflow vs. MLflow. Check it all out here: / byron.allen
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Connect with Byron on LinkedIn: / byronaallen - Наука та технологія
Very informative and I am glad I found this video on youtube. Please continue publishing great talks
Thank you for the kind words!
Very good article and discussion, I have been eager to know this for years, but didn't find the time to learn the differences.
Now I finally understand the differences, thank you!
excellent! happy that we could help!
Thanks Byron/Demetrios for this session. As I started to move into kubeflow/kfserving space I also wanted to know what other tools there are to compare with.
This session gives me a good start to explore further.
Hi Theo! Wow there are so many, are you lookin gfor service specific tooling or pipelines, model metric tracking, monitoring, feature stores? there are really a lot of options out there but I can try and help if possible!
Such a good no-bullshit coverage of the topic, props!
Thanks for sharing knowledge, I am now facing the comparison of MLFlow and Kubeflow as MLOps tools
Very cool! happy to hear it helps!
Very informative session. The Slack link is not working for me is it possible to share new invite link?
go.mlops.community/slack
I'm new here ! Does the talks and meets generally focus on just technical discussions or are there hands on sessions as well ? Thanks
Howdy! we are currently working on creating engineering labs for the hands-on experience portion, you can check out more about that on our slack. we also have a few walkthroughs on our medium page and there is one hands-on workshop here on our channel.
Relative links:
go.mlops.community/slack
medium.com/mlops-community