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Argo Workflows

One of the most popular, and useful, ways to productionize a machine learning solution is scheduled batch workflows. In this approach, we deliver predictions in regular intervals. There are many tools available allowing you to construct and schedule your workflows. When there are many options, it can be difficult to choose.

In this session, we will talk about how and why we switched from Kubeflow to Argo Workflows for batch workflows; how we approach employing a new MLOps tool; and why simplicity is the way to go forward.

Speakers
Kemal Tugrul Yesilbek
Kemal Tugrul Yesilbek
Senior Machine Learning Engineer @ Beat
Agenda
Track View
4:00 PM, GMT
-
4:15 PM, GMT
Stage 1
Opening / Closing
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Musical Intro
4:15 PM, GMT
-
4:55 PM, GMT
Stage 1
Presentation
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Argo Workflows

One of the most popular, and useful, ways to productionize a machine learning solution is scheduled batch workflows. In this approach, we deliver predictions in regular intervals. There are many tools available allowing you to construct and schedule your workflows. When there are many options, it can be difficult to choose.

In this session, we will talk about how and why we switched from Kubeflow to Argo Workflows for batch workflows; how we approach employing a new MLOps tool; and why simplicity is the way to go forward.

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Kemal Tugrul Yesilbek
4:55 PM, GMT
-
5:00 PM, GMT
Stage 1
Opening / Closing
calendar
Q&A
5:00 PM, GMT
-
5:15 PM, GMT
Stage 1
1:1 networking
calendar
Networking
Event has finished
July 20, 4:00 PM, GMT
Online
Event has finished
July 20, 4:00 PM, GMT
Online