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    Pachyderm's Kubernetes-based infrastructure for AI

    Pachyderm's Kubernetes-based infrastructure for AI

    FromPractical AI: Machine Learning, Data Science

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    Pachyderm's Kubernetes-based infrastructure for AI

    FromPractical AI: Machine Learning, Data Science

    ratings:
    Length:
    42 minutes
    Released:
    Dec 3, 2018
    Format:
    Podcast episode

    Description

    Joe Doliner (JD) joined the show to talk about productionizing ML/AI with Pachyderm, an open source data science platform built on Kubernetes (k8s). We talked through the origins of Pachyderm, challenges associated with creating infrastructure for machine learning, and data and model versioning/provenance. He also walked us through a process for going from a Jupyter notebook to a production data pipeline.
    Released:
    Dec 3, 2018
    Format:
    Podcast episode

    Titles in the series (100)

    Making artificial intelligence practical, productive, and accessible to everyone. Practical AI is a show in which technology professionals, business people, students, enthusiasts, and expert guests engage in lively discussions about Artificial Intelligence and related topics (Machine Learning, Deep Learning, Neural Networks, GANs, MLOps, AIOps, and more). The focus is on productive implementations and real-world scenarios that are accessible to everyone. If you want to keep up with the latest advances in AI, while keeping one foot in the real world, then this is the show for you!