Gianfranco's Second 🧠

    Cnvrg.Io Workshop

    cnvrg.io workshop

    Created: 2022-04-26 17:08
    #note
    Speakers:

    • Omri Bitton;
    • Michael Galarnyk

    Cnvrg.io

    Platform to automate training and deployment of AI and ML models, i.e. it manages the entire lifecycle.
    AI Blueprints -> low-code, open-source ML pipelines.
    They also serve already trained models.
    Comparable platforms:

    • Azure ML studio
    • AWS sagemaker
    • Google AI Hub
      But all this other platforms are not cloud agnostic (so they work just inside their infrastructure).

    In Experiments I can schedule, lunch and control the experiements.
    In Compute section I can check the environments I am using/I can use.
    I can add files from/to a git repository.
    In Serving I can find the code needed to serve the endpoint.
    Dash is used for the web interface.

    References

    Code

    Tags

    #mlops