Aqueduct MLOps framework Alternatives

Aqueduct MLOps framework is described as 'Aqueduct is an open-source MLOps framework that allows you to write code in vanilla Python, run that code on any cloud infrastructure you'd like to use, and gain visibility into the execution and performance of your models and predictions' and is an app in the development category. There are four alternatives to Aqueduct MLOps framework for Web-based, Self-Hosted, SaaS and Linux. The best Aqueduct MLOps framework alternative is Apache Airflow, which is both free and Open Source. Other great apps like Aqueduct MLOps framework are Google Cloud Composer, Workato and Metaflow.

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Alternatives list

  1. Copy a direct link to this comment to your clipboard

    Airflow is a platform to programmaticaly author, schedule and monitor data pipelines.

    Cost / License

    • Free
    • Open Source

    Platforms

    • Linux
     
    • Apache Airflow is the most popular Linux alternative to Aqueduct MLOps framework.

    • Apache Airflow is the most popular Open Source & free alternative to Aqueduct MLOps framework.

    • Apache Airflow is Free and Open SourceAqueduct MLOps framework is also Free and Open Source
  2. Copy a direct link to this comment to your clipboard

    Google Cloud Composer is a fully managed workflow orchestration service that is scalable and built on the open-source platform, Apache Airflow . It provides comprehensive integration with Google Cloud products, making it a suitable option for...

    Cost / License

    • Paid
    • Open Source

    Platforms

    • Online
    • Software as a Service (SaaS)
     
    • Google Cloud Composer is the most popular Web-based & SaaS alternative to Aqueduct MLOps framework.

    • Google Cloud Composer is the most popular commercial alternative to Aqueduct MLOps framework.

    • Google Cloud Composer is Paid and Open SourceAqueduct MLOps framework is Free and Open Source
  3. Workato icon
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    Workato is a single, global platform that powers integration and automation, uniquely designed to connect every part of your business, empower every role and scale to meet any workload.

    Cost / License

    • Paid
    • Proprietary

    Application type

    Platforms

    • Online
     
  4. Metaflow icon
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    Metaflow is a human-friendly Python library that helps scientists and engineers build and manage real-life data science projects. Metaflow was originally developed at Netflix to boost productivity of data scientists who work on a wide variety of projects from classical...

    Cost / License

    Application type

    Platforms

    • Self-Hosted
     
    • Metaflow is the most popular Self-Hosted alternative to Aqueduct MLOps framework.

    • Metaflow is Free and Open SourceAqueduct MLOps framework is also Free and Open Source
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