5 episodes

The dos and don'ts of continuous delivery, DevOps, and infrastructure.

Delivery, Interrupted Cat Rayburn and Carl Caum

    • Technology

The dos and don'ts of continuous delivery, DevOps, and infrastructure.

    Interview with David Aronchick, creator of the Kubeflow project

    Interview with David Aronchick, creator of the Kubeflow project

    In this episode, we interview David Aronchick, the first non-founding product manager for Kubernetes and the creator of the Kubeflow project, about the state of the ML industry and what's next.

    • 49 min
    MLOps Part 3 - The DevOps side of MLOps

    MLOps Part 3 - The DevOps side of MLOps

    For the final episode of 3 part series on MLOps, we cover the DevOps side of MLOps. We'll talk about tooling, capacity planning, as well as the roles and responsibilities we see emerging in the field.

    • 30 min
    MLOps Part 2 - Continuous Delivery

    MLOps Part 2 - Continuous Delivery

    In part 2 of our series on MLOps, we dive into data management, training pipelines, and continuous delivery in an ML world.

    • 29 min
    MLOps Part 1 - Introduction to MLOps

    MLOps Part 1 - Introduction to MLOps

    This episode the first of a multi-part series on MLOps, or Machine Learning Operations. We'll dive into what machine learning is, how businesses should approach it, and what you'll need before jumping in.

    • 23 min
    Replicating DevOps Success

    Replicating DevOps Success

    Today we talk to Mike Smith, a Principal Sales Engineer at Puppet, about the challenges of replicating DevOps success in one team to the rest of the IT organization. We discuss process, culture, metrics, platform teams, and other topics that help you scale DevOps success to more teams.

    • 26 min

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