H2O.ai Alternatives

H2O.ai is described as 'H2O is an open source, in-memory, distributed, fast, and scalable machine learning and predictive analytics platform that allows you to build machine learning models on big data and provides easy productionalization of those models in enterprise env' and is an app. There are more than 10 alternatives to H2O.ai for a variety of platforms, including Windows, Linux, Web-based, SaaS and Mac apps. The best H2O.ai alternative is R MLstudio, which is both free and Open Source. Other great apps like H2O.ai are datarobot, Actian, R mlr and Neural Designer.

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Alternatives list

  1.  4 likes
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    The ML Studio is interactive for EDA, statistical modeling and machine learning applications. Based on Shiny, with Plotly interactive data visualization, DT HTML tables and H2O machine learning and deep. data science pipeline workflow.

    Cost / License

    • Free
    • Open Source

    Platforms

    • Mac
    • Windows
    • Linux
    • Self-Hosted
    • R (programming language)
     
    • R MLstudio is the most popular Windows, Mac, Linux & Self-Hosted alternative to H2O.ai.

    • R MLstudio is the most popular Open Source & free alternative to H2O.ai.

    • R MLstudio is Free and Open SourceH2O.ai is also Free and Open Source
  2. datarobot icon
     3 likes
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    DataRobot's automated machine learning platform makes it fast and easy to build and deploy accurate predictive models. Learn how you can become an AI-driven enterprise today.

    Cost / License

    • Pay once or Subscription
    • Proprietary

    Platforms

    • Online
    • Self-Hosted
    • Software as a Service (SaaS)
     
    • datarobot is the most popular Web-based & SaaS alternative to H2O.ai.

    • datarobot is the most popular commercial alternative to H2O.ai.

    • datarobot is Paid and ProprietaryH2O.ai is Free and Open Source
  3. Actian icon
     1 like
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    Actian transforms Big Data into business value for any organization? Not just those with considerable resources. Actian provides transformational business value by delivering actionable insights into new sources of revenue, business opportunities, and ways of mitigating risk...

    Cost / License

    • Pay once
    • Proprietary

    Application type

    Platforms

    • Online
     
  4.  2 likes
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    mlr provides this so that you can focus on your experiments! The framework provides supervised methods like classification, regression and survival analysis along with their corresponding evaluation and optimization methods, as well as unsupervised methods like clustering.

    Cost / License

    • Free Personal
    • Open Source

    Platforms

    • Mac
    • Windows
    • Linux
    • R (programming language)
     
  5. Neural Designer icon
     12 likes
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    Neural Designer is a software tool for advanced analytics. It includes tools for descriptive, diagnostic, predictive and prescriptive analytics. It allows you to get actionable insights resulting in smarter decisions and better business outcomes.

    Cost / License

    • Paid
    • Proprietary

    Application type

    Platforms

    • Mac
    • Windows
    • Linux
     
  6. Copy a direct link to this comment to your clipboard

    auto-sklearn is an automated machine learning toolkit. frees a machine learning user from algorithm selection and hyperparameter tuning. Bayesian optimization, meta-learning and ensemble construction.

    Cost / License

    • Free
    • Open Source

    Platforms

    • Mac
    • Windows
    • Linux
    • Python
     
  7.  1 like
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    Machine Learning framework by Microsoft in .net framework and C#.

    Cost / License

    • Free
    • Open Source

    Platforms

    • Windows
    • Linux
     
  8.  1 like
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    The caret package (short for _C_lassification _A_nd _RE_gression _T_raining) is a set of functions that attempt to streamline the process for creating predictive models. data splitting pre-processing feature selection model tuning using resampling.

    Cost / License

    • Free Personal
    • Open Source

    Application type

    Platforms

    • Mac
    • Windows
    • Linux
    • R (programming language)
     
  9. Aureo.io icon
     2 likes
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    Aureo.io is a revolutionary low-code platform that focuses on building artificial intelligence. It provides users with the capability to create pipelines, automations and integrate them with artificial intelligence models – all with their basic data.

    Cost / License

    • Freemium (Subscription)
    • Proprietary

    Platforms

    • Online
     
  10. Dataiku icon
     1 like
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    Bring data analysts, engineers, and scientists together. Enable self-service analytics and operationalize machine learning. Get results today and build for tomorrow.

    Cost / License

    • Freemium (Pay once)
    • Proprietary

    Platforms

    • Online
    • Self-Hosted
     
  11. SmartPredict icon
     6 likes
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    An automated AI platform, based on AutoML 2.0, for designing AI projects in a simpler and customizable way. Become agile, save yourself from staff and hardware worries, and skyrocket your business quickly.

    Cost / License

    • Freemium (Pay once)
    • Proprietary

    Application type

    Platforms

    • Mac
    • Windows
    • Linux
    • Online
    • Chrome OS
    • Software as a Service (SaaS)
     
  12. CLICK AI icon
     1 like
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    CLICK AI is an all-in-one artificial intelligence solution that provides many functions such as data collection, preprocessing, artificial intelligence modeling, prescriptive analysis, future prediction, and other functions with no coding required.

    Cost / License

    • Freemium (Pay once)
    • Proprietary

    Platforms

    • Online
    • Software as a Service (SaaS)
     
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