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August 19-21 - Co-Located Events
August 21-23 - Conference
Hilton San Diego Bayfront - San Diego, CA
More information for Open Source Summit + Embedded Linux Conference North America 2019
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Thursday, August 22 • 10:10am - 10:15am
Lightning Talk: Build a Reproducible ML Workflow with Kubeflow Pipelines - Karl Weinmeister, Manager, Cloud AI Advocacy, Google*

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Solving a data science problem is an iterative exercise. It requires running experiment after experiment —  trying new approaches with different parameters and lots of data. To manage this complexity, it is very helpful to have a platform to build reusable workflows that can be tracked.

Kubeflow Pipelines is a component of the Kubeflow open-source project, focused on building and deploying portable ML workflows on Docker containers. In this session, the audience will learn about KubeFlow Pipelines and how it can help improve reuse and reproducibility of the machine learning process.
Speakers
avatar for Karl Weinmeister

Karl Weinmeister

Cloud AI Advocacy Manager, Google
Karl Weinmeister is a Cloud AI Advocacy Manager at Google, where he leads a team of data science experts who develop content and engage with communities worldwide. Karl has worked extensively in machine learning and cloud technologies. He was a contributor to one of the first AI-based... Read More →

5. KARL WEINMEISTER pdf
Thursday August 22, 2019 10:10am - 10:15am PDT
Indigo B-H
  Keynote Sessions
  • Session Slides Included Yes
  • Session Recorded Yes