Software Alternatives & Reviews

AWS Summit 2022 Australia and New Zealand - Day 2, AI/ML Edition

Metaflow AWS Greengrass
  1. Framework for real-life data science; build, improve, and operate end-to-end workflows.
    Pricing:
    • Open Source
    As a result of their new DS framework (based on a Metaflow - a DS framework built at Netflix and AWS SageMaker Pipelines), they were able to free up their DS resources so that Software Developers were now trained and equipped to tackle their normal DS projects, at a ratio of 70% DS/ML work was now completed by developers. This leaves the 30% meatier and more difficult problems for the Data Scientists to tackle.

    #Workflow Automation #DevOps Tools #Workflows 12 social mentions

  2. Local compute, messaging, data caching, and synch capabilities for connected devices
    AWS IoT Greengrass allows one to manage their IOT Edge devices, download ML models locally, so that inference can then be also be done locally.

    #Data Dashboard #IoT Platform #Analytics 5 social mentions

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