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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
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

Manager, Cloud AI Advocacy, Google
Karl is a Developer Advocacy Manager from Google’s Developer Relations Artificial Intelligence and Machine Learning team. Karl has worked extensively in cloud and mobile, and was a contributor to one of the first AI-based crossword puzzle solvers that is still referenced today... Read More →



Thursday August 22, 2019 10:10am - 10:15am
Indigo B-H
  • Session Slides Included Yes
  • Session Recorded Yes