Kubeflow Pipelines workshop

Running machine learning projects in production requires a lot of orchestration. A popular way to schedule this is with Airflow, however it's not really optimized for ML workloads. The new kid on the block is Kubeflow Pipelines (part of Kubeflow). From their website: Kubeflow Pipelines is a platform for building and deploying portable, scalable machine learning (ML) workflows based on Docker conta

Nov 12, 2019, 6:00 – 9:00 PM

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Key Themes

CloudMachine Learning

About this event

Running machine learning projects in production requires a lot of orchestration. A popular way to schedule this is with Airflow, however it's not really optimized for ML workloads. The new kid on the block is Kubeflow Pipelines (part of Kubeflow). From their website: Kubeflow Pipelines is a platform for building and deploying portable, scalable machine learning (ML) workflows based on Docker containers.

We will start the workshop by providing context and an understanding of what Kubeflow Pipelines is, and when to use it. After this, there will be an intensive hands-on part in which you will create and deploy your own ML pipelines.

Organizers

  • Cyril Maréchal

    Devoteam G Cloud

    GDG Organizer

  • Tom Schepers

    GDG Organizer

  • Niels Buekers

    Organizer

  • Sven Hermans

    Devoteam G Cloud

    Organizer

  • Alex Van Boxel

    GDG Organizer

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